Farinaz Koushanfar

373 papers A* 71A 53B 4C 9Misc 9Journal 185Unranked 38

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Perplexity: A Lightweight Benchmark for Knowledge Retention in Supervised Fine-Tuning. CoRR Soheil Zibakhsh Shabgahi, Pedram Aghazadeh, Farinaz Koushanfar
2026	J	`jnl`	CryptoGen: Secure Transformer Generation with Encrypted KV-Cache Reuse. CoRR Hedong Zhang, Neusha Javidnia, Shweta Pardeshi, Qian Lou, Farinaz Koushanfar
2026	J	`jnl`	PAC to the Future: Zero-Knowledge Proofs of PAC Private Systems. CoRR Guilhem Repetto, Nojan Sheybani, Gabrielle De Micheli, Farinaz Koushanfar
2026	J	`jnl`	SWaRL: Safeguard Code Watermarking via Reinforcement Learning. CoRR Neusha Javidnia, Ruisi Zhang, Ashish Kundu, Farinaz Koushanfar
2026	J	`jnl`	Test-Time Adaptation for Unsupervised Combinatorial Optimization. CoRR Yiqiao Liao, Farinaz Koushanfar, Parinaz Naghizadeh
2026	J	`jnl`	Trojans in Artificial Intelligence (TrojAI) Final Report. CoRR Kristopher W. Reese, Taylor Kulp-McDowall, Michael Majurski, Timothy Blattner, Derek Juba, Peter Bajcsy, Antonio Cardone, Philippe Dessauw, Alden Dima, Anthony J. Kearsley, Melinda Kleczynski, Joel Vasanth, Walid Keyrouz, Chace Ashcraft, Neil Fendley, Ted Staley, Trevor Stout, Josh Carney, Greg Canal, William Redman, Aurora Schmidt, Cameron Hickert, William Paul, Jared Markowitz, Nathan Drenkow, David Shriver, Marissa Connor, Keltin Grimes, Marco Christiani, Hayden Moore, Jordan Widjaja, Kasimir Gabert, Uma Balakrishnan, Satyanadh Gundimada, John Jacobellis, Sandya Lakkur, Vitus Leung, Jon Roose, Casey Battaglino, Farinaz Koushanfar, Greg Fields, Xihe Gu, Yaman Jandali, Xinqiao Zhang, Tara Javidi, Akash Vartak, Tim Oates, Ben Erichson, Michael Mahoney, Rauf Izmailov, Xiangyu Zhang, Guangyu Shen, Siyuan Cheng, Shiqing Ma, Xiaofeng Wang, Haixu Tang, Di Tang, Xiaoyi Chen, Zihao Wang, Rui Zhu, Susmit Jha, Xiao Lin, Manoj Acharya, Weichao Zhou, Feisi Fu, Panagiota Kiourti, Chenyu Wang, Zijian Guo, H. M. Sabbir Ahmad, Wenchao Li, Chao Chen
2025	J	`jnl`	AttestLLM: Efficient Attestation Framework for Billion-scale On-device LLMs. CoRR Ruisi Zhang, Yifei Zhao, Neusha Javidnia, Mengxin Zheng, Farinaz Koushanfar
2025	J	`jnl`	DROP: Poison Dilution via Knowledge Distillation for Federated Learning. CoRR Georgios Syros, Anshuman Suri, Farinaz Koushanfar, Cristina Nita-Rotaru, Alina Oprea
2025	A*	`conf`	EveGuard: Defeating Vibration-based Side-Channel Eavesdropping with Audio Adversarial Perturbations. SP Jung-Woo Chang, Ke Sun, David Xia, Xinyu Zhang, Farinaz Koushanfar
2025	J	`jnl`	ForTIFAI: Fending Off Recursive Training Induced Failure for AI Models. CoRR Soheil Zibakhsh Shabgahi, Pedram Aghazadeh, Azalia Mirhoseini, Farinaz Koushanfar
2025	A	`conf`	Gotta Hash 'Em All! Accelerating Hash Functions for Zero-Knowledge Proof Applications. ICCAD Nojan Sheybani, Tengkai Gong, Anees Ahmed, Nges Brian Njungle, Michel A. Kinsy, Farinaz Koushanfar
2025	J	`jnl`	Gotta Hash 'Em All! Speeding Up Hash Functions for Zero-Knowledge Proof Applications. CoRR Nojan Sheybani, Tengkai Gong, Anees Ahmed, Nges Brian Njungle, Michel A. Kinsy, Farinaz Koushanfar
2025	J	`jnl`	ICMarks: A Robust Watermarking Framework for Integrated Circuit Physical Design IP Protection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ruisi Zhang, Rachel Selina Rajarathnam, David Z. Pan, Farinaz Koushanfar
2025	A	`conf`	Invited Paper: Optimizing Privacy-Preserving Primitives to Support LLM-Scale Applications. ICCAD Yaman Jandali, Ruisi Zhang, Nojan Sheybani, Farinaz Koushanfar
2025	—	`conf`	Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques. CICC Neusha Javidnia, Bita Darvish Rouhani, Farinaz Koushanfar
2025	J	`jnl`	Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques. CoRR Neusha Javidnia, Bita Darvish Rouhani, Farinaz Koushanfar
2025	J	`jnl`	Learning for Dynamic Combinatorial Optimization without Training Data. CoRR Yiqiao Liao, Farinaz Koushanfar, Parinaz Naghizadeh
2025	A*	`conf`	Magmaw: Modality-Agnostic Adversarial Attacks on Machine Learning-Based Wireless Communication Systems. NDSS Jung-Woo Chang, Ke Sun, Nasimeh Heydaribeni, Seira Hidano, Xinyu Zhang, Farinaz Koushanfar
2025	J	`jnl`	MergeGuard: Efficient Thwarting of Trojan Attacks in Machine Learning Models. CoRR Soheil Zibakhsh Shabgahi, Yaman Jandali, Farinaz Koushanfar
2025	J	`jnl`	Optimizing Privacy-Preserving Primitives to Support LLM-Scale Applications. CoRR Yaman Jandali, Ruisi Zhang, Nojan Sheybani, Farinaz Koushanfar
2025	J	`jnl`	Robust and Secure Code Watermarking for Large Language Models via ML/Crypto Codesign. CoRR Ruisi Zhang, Neusha Javidnia, Nojan Sheybani, Farinaz Koushanfar
2025	J	`jnl`	ZORRO: Zero-Knowledge Robustness and Privacy for Split Learning (Full Version). CoRR Nojan Sheybani, Alessandro Pegoraro, Jonathan Knauer, Phillip Rieger, Elissa Mollakuqe, Farinaz Koushanfar, Ahmad-Reza Sadeghi
2025	J	`jnl`	Zero-Knowledge Proof Frameworks: A Systematic Survey. CoRR Nojan Sheybani, Anees Ahmed, Michel A. Kinsy, Farinaz Koushanfar
2024	A	`conf`	AMAZE: Accelerated MiMC Hardware Architecture for Zero-Knowledge Applications on the Edge. ICCAD Anees Ahmed, Nojan Sheybani, Davi Moreno, Nges Brian Njungle, Tengkai Gong, Michel A. Kinsy, Farinaz Koushanfar
2024	J	`jnl`	AMAZE: Accelerated MiMC Hardware Architecture for Zero-Knowledge Applications on the Edge. CoRR Anees Ahmed, Nojan Sheybani, Davi Moreno, Nges Brian Njungle, Tengkai Gong, Michel A. Kinsy, Farinaz Koushanfar
2024	—	`conf`	Automated Physical Design Watermarking Leveraging Graph Neural Networks. MLCAD Ruisi Zhang, Rachel Selina Rajarathnam, David Z. Pan, Farinaz Koushanfar
2024	J	`jnl`	Automated Physical Design Watermarking Leveraging Graph Neural Networks. CoRR Ruisi Zhang, Rachel Selina Rajarathnam, David Z. Pan, Farinaz Koushanfar
2024	J	`jnl`	Distributed constrained combinatorial optimization leveraging hypergraph neural networks. Nat. Mac. Intell. Nasimeh Heydaribeni, Xinrui Zhan, Ruisi Zhang, Tina Eliassi-Rad, Farinaz Koushanfar
2024	A*	`conf`	EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models. DAC Ruisi Zhang, Farinaz Koushanfar
2024	J	`jnl`	EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models. CoRR Ruisi Zhang, Farinaz Koushanfar
2024	J	`jnl`	EveGuard: Defeating Vibration-based Side-Channel Eavesdropping with Audio Adversarial Perturbations. CoRR Jung-Woo Chang, Ke Sun, David Xia, Xinyu Zhang, Farinaz Koushanfar
2024	J	`jnl`	FaceSigns: Semi-fragile Watermarks for Media Authentication. ACM Trans. Multim. Comput. Commun. Appl. Paarth Neekhara, Shehzeen Hussain, Xinqiao Zhang, Ke Huang, Julian J. McAuley, Farinaz Koushanfar
2024	J	`jnl`	ICMarks: A Robust Watermarking Framework for Integrated Circuit Physical Design IP Protection. CoRR Ruisi Zhang, Rachel Selina Rajarathnam, David Z. Pan, Farinaz Koushanfar
2024	J	`jnl`	ICtoken: An NFT for Hardware IP Protection. CoRR Shashank Balla, Yiming Zhao, Farinaz Koushanfar
2024	J	`jnl`	Intellectual Property Protection of Deep-Learning Systems via Hardware/Software Co-Design. IEEE Des. Test Huili Chen, Cheng Fu, Bita Darvish Rouhani, Jishen Zhao, Farinaz Koushanfar
2024	J	`jnl`	Near-Memory Computing With Compressed Embedding Table for Personalized Recommendation. IEEE Trans. Emerg. Top. Comput. Jeongmin Lim, Young Geun Kim, Sung Woo Chung, Farinaz Koushanfar, Joonho Kong
2024	—	`ed.`	Proceedings of the 17th ACM Conference on Security and Privacy in Wireless and Mobile Networks, WiSec 2024, Seoul, Republic of Korea, May 27-29, 2024 WiSec Yongdae Kim, Jong Kim, Farinaz Koushanfar, Kasper Rasmussen
2024	J	`jnl`	Props for Machine-Learning Security. CoRR Ari Juels, Farinaz Koushanfar
2024	A*	`conf`	REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models. USENIX Security Symposium Ruisi Zhang, Shehzeen Samarah Hussain, Paarth Neekhara, Farinaz Koushanfar
2024	J	`jnl`	Scalable Binary Neural Network Applications in Oblivious Inference. ACM Trans. Embed. Comput. Syst. Xinqiao Zhang, Mohammad Samragh, Siam U. Hussain, Ke Huang, Farinaz Koushanfar
2024	A*	`conf`	SelfVC: Voice Conversion With Iterative Refinement using Self Transformations. ICML Paarth Neekhara, Shehzeen Samarah Hussain, Rafael Valle, Boris Ginsburg, Rishabh Ranjan, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2024	J	`jnl`	SenseHash: Computing on Sensor Values Mystified at the Origin. IEEE Trans. Emerg. Top. Comput. Nojan Sheybani, Xinqiao Zhang, Siam Umar Hussain, Farinaz Koushanfar
2024	J	`jnl`	SoK: Model Reverse Engineering Threats for Neural Network Hardware. IACR Cryptol. ePrint Arch. Seetal Potluri, Farinaz Koushanfar
2024	J	`jnl`	Tailor: Altering Skip Connections for Resource-Efficient Inference. ACM Trans. Reconfigurable Technol. Syst. Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, G. Abarajithan, Nojan Sheybani, Andres Meza, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
2024	A*	`conf`	Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models. ICML Mingjia Huo, Sai Ashish Somayajula, Youwei Liang, Ruisi Zhang, Farinaz Koushanfar, Pengtao Xie
2024	J	`jnl`	Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models. CoRR Mingjia Huo, Sai Ashish Somayajula, Youwei Liang, Ruisi Zhang, Farinaz Koushanfar, Pengtao Xie
2024	J	`jnl`	Trojan Cleansing with Neural Collapse. CoRR Xihe Gu, Greg Fields, Yaman Jandali, Tara Javidi, Farinaz Koushanfar
2024	—	`conf`	Unveiling Analog Aging Trojans (ATs): Vulnerabilities and Detection Strategies. MWSCAS Ke Huang, Xinqiao Zhang, Farinaz Koushanfar
2024	—	`conf`	Watermarking Large Language Models and the Generated Content: Opportunities and Challenges. IEEECONF Ruisi Zhang, Farinaz Koushanfar
2024	J	`jnl`	Watermarking Large Language Models and the Generated Content: Opportunities and Challenges. CoRR Ruisi Zhang, Farinaz Koushanfar
2024	—	`conf`	You Can Have Your Cake and Eat It Too: Ensuring Practical Robustness and Privacy in Federated Learning. AAAI Spring Symposia Nojan Sheybani, Farinaz Koushanfar
2023	J	`jnl`	Abusing Commodity DRAMs in IoT Devices to Remotely Spy on Temperature. IEEE Trans. Inf. Forensics Secur. Florian Frank, Wenjie Xiong, Nikolaos Athanasios Anagnostopoulos, André Schaller, Tolga Arul, Farinaz Koushanfar, Stefan Katzenbeisser, Ulrich Rührmair, Jakub Szefer
2023	J	`jnl`	AccHashtag: Accelerated Hashing for Detecting Fault-Injection Attacks on Embedded Neural Networks. ACM J. Emerg. Technol. Comput. Syst. Mojan Javaheripi, Jung-Woo Chang, Farinaz Koushanfar
2023	A*	`conf`	AdaGL: Adaptive Learning for Agile Distributed Training of Gigantic GNNs. DAC Ruisi Zhang, Mojan Javaheripi, Zahra Ghodsi, Amit Bleiweiss, Farinaz Koushanfar
2023	J	`jnl`	AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection. ACM Trans. Embed. Comput. Syst. Huili Chen, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar
2023	A	`conf`	Adapting Skip Connections for Resource-Efficient FPGA Inference. FPGA Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, Nojan Sheybani, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
2023	J	`jnl`	Adversarial scratches: Deployable attacks to CNN classifiers. Pattern Recognit. Loris Giulivi, Malhar Jere, Loris Rossi, Farinaz Koushanfar, Gabriela F. Ciocarlie, Briland Hitaj, Giacomo Boracchi
2023	—	`conf`	Federated Certainty Equivalence Control for Linear Gaussian Systems with Unknown Decoupled Dynamics and Quadratic Common Cost. Allerton Xinghan Wang, Nasimeh Heydaribeni, Farinaz Koushanfar, Tara Javidi
2023	J	`jnl`	G-Scan: Graph Neural Networks for Line-Level Vulnerability Identification in Smart Contracts. CoRR Christoph Sendner, Ruisi Zhang, Alexander Hefter, Alexandra Dmitrienko, Farinaz Koushanfar
2023	J	`jnl`	GALU: A Genetic Algorithm Framework for Logic Unlocking. DTRAP Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar
2023	A*	`conf`	HELiKs: HE Linear Algebra Kernels for Secure Inference. CCS Shashank Balla, Farinaz Koushanfar
2023	J	`jnl`	HypOp: Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks. CoRR Nasimeh Heydaribeni, Xinrui Zhan, Ruisi Zhang, Tina Eliassi-Rad, Farinaz Koushanfar
2023	A*	`conf`	Lanturn: Measuring Economic Security of Smart Contracts Through Adaptive Learning. CCS Kushal Babel, Mojan Javaheripi, Yan Ji, Mahimna Kelkar, Farinaz Koushanfar, Ari Juels
2023	J	`jnl`	Lanturn: Measuring Economic Security of Smart Contracts Through Adaptive Learning. IACR Cryptol. ePrint Arch. Kushal Babel, Mojan Javaheripi, Yan Ji, Mahimna Kelkar, Farinaz Koushanfar, Ari Juels
2023	J	`jnl`	LayerCollapse: Adaptive compression of neural networks. CoRR Soheil Zibakhsh Shabgahi, Mohammad Soheil Shariff, Farinaz Koushanfar
2023	J	`jnl`	LiveTune: Dynamic Parameter Tuning for Training Deep Neural Networks. CoRR Soheil Zibakhsh Shabgahi, Nojan Sheybani, Aiden Tabrizi, Farinaz Koushanfar
2023	J	`jnl`	Magmaw: Modality-Agnostic Adversarial Attacks on Machine Learning-Based Wireless Communication Systems. CoRR Jung-Woo Chang, Ke Sun, Nasimeh Heydaribeni, Seira Hidano, Xinyu Zhang, Farinaz Koushanfar
2023	J	`jnl`	NetFlick: Adversarial Flickering Attacks on Deep Learning Based Video Compression. CoRR Jung-Woo Chang, Nojan Sheybani, Shehzeen Samarah Hussain, Mojan Javaheripi, Seira Hidano, Farinaz Koushanfar
2023	J	`jnl`	REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models. CoRR Ruisi Zhang, Shehzeen Samarah Hussain, Paarth Neekhara, Farinaz Koushanfar
2023	A	`conf`	ReFace: Adversarial Transformation Networks for Real-time Attacks on Face Recognition Systems. DSN Shehzeen Hussain, Todd Huster, Chris Mesterharm, Paarth Neekhara, Farinaz Koushanfar
2023	A*	`conf`	RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression. NDSS Jung-Woo Chang, Mojan Javaheripi, Seira Hidano, Farinaz Koushanfar
2023	J	`jnl`	SABRE: Robust Bayesian Peer-to-Peer Federated Learning. CoRR Nasimeh Heydaribeni, Ruisi Zhang, Tara Javidi, Cristina Nita-Rotaru, Farinaz Koushanfar
2023	J	`jnl`	SPAM: Secure & Private Aircraft Management. CoRR Yaman Jandali, Nojan Sheybani, Farinaz Koushanfar
2023	J	`jnl`	Secure and Trustworthy Computing 2.0 Vision Statement. CoRR Patrick McDaniel, Farinaz Koushanfar
2023	J	`jnl`	SelfVC: Voice Conversion With Iterative Refinement using Self Transformations. CoRR Paarth Neekhara, Shehzeen Hussain, Rafael Valle, Boris Ginsburg, Rishabh Ranjan, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2023	A*	`conf`	Smarter Contracts: Detecting Vulnerabilities in Smart Contracts with Deep Transfer Learning. NDSS Christoph Sendner, Huili Chen, Hossein Fereidooni, Lukas Petzi, Jan König, Jasper Stang, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar
2023	J	`jnl`	Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings. ACM Trans. Design Autom. Electr. Syst. Ruisi Zhang, Shehzeen Hussain, Huili Chen, Mojan Javaheripi, Farinaz Koushanfar
2023	J	`jnl`	Tailor: Altering Skip Connections for Resource-Efficient Inference. CoRR Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, Nojan Sheybani, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
2023	J	`jnl`	Tutorial: Toward Robust Deep Learning against Poisoning Attacks. ACM Trans. Embed. Comput. Syst. Huili Chen, Farinaz Koushanfar
2023	A*	`conf`	VideoFlip: Adversarial Bit Flips for Reducing Video Service Quality. DAC Jung-Woo Chang, Mojan Javaheripi, Farinaz Koushanfar
2023	A*	`conf`	ZKROWNN: Zero Knowledge Right of Ownership for Neural Networks. DAC Nojan Sheybani, Zahra Ghodsi, Ritvik Kapila, Farinaz Koushanfar
2023	J	`jnl`	ZKROWNN: Zero Knowledge Right of Ownership for Neural Networks. CoRR Nojan Sheybani, Zahra Ghodsi, Ritvik Kapila, Farinaz Koushanfar
2023	A*	`conf`	zPROBE: Zero Peek Robustness Checks for Federated Learning. ICCV Zahra Ghodsi, Mojan Javaheripi, Nojan Sheybani, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar
2022	J	`jnl`	Abusing Commodity DRAMs in IoT Devices to Remotely Spy on Temperature. CoRR Florian Frank, Wenjie Xiong, Nikolaos Athanasios Anagnostopoulos, André Schaller, Tolga Arul, Farinaz Koushanfar, Stefan Katzenbeisser, Ulrich Rührmair, Jakub Szefer
2022	J	`jnl`	AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection. CoRR Huili Chen, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar
2022	J	`jnl`	Adversarial Attacks on Deep Learning-based Video Compression and Classification Systems. CoRR Jung-Woo Chang, Mojan Javaheripi, Seira Hidano, Farinaz Koushanfar
2022	J	`jnl`	Adversarial Scratches: Deployable Attacks to CNN Classifiers. CoRR Loris Giulivi, Malhar Jere, Loris Rossi, Farinaz Koushanfar, Gabriela F. Ciocarlie, Briland Hitaj, Giacomo Boracchi
2022	J	`jnl`	An Adaptive Black-box Backdoor Detection Method for Deep Neural Networks. CoRR Xinqiao Zhang, Huili Chen, Ke Huang, Farinaz Koushanfar
2022	J	`jnl`	Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection. CoRR Yein Kim, Huili Chen, Farinaz Koushanfar
2022	A	`conf`	Cross-modal Adversarial Reprogramming. WACV Paarth Neekhara, Shehzeen Hussain, Jinglong Du, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2022	J	`jnl`	Exposing Vulnerabilities of Deepfake Detection Systems with Robust Attacks. DTRAP Shehzeen Hussain, Paarth Neekhara, Brian Dolhansky, Joanna Bitton, Cristian Canton Ferrer, Julian J. McAuley, Farinaz Koushanfar
2022	A*	`conf`	FLAME: Taming Backdoors in Federated Learning. USENIX Security Symposium Thien Duc Nguyen, Phillip Rieger, Huili Chen, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Shaza Zeitouni, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider
2022	J	`jnl`	FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes. CoRR Paarth Neekhara, Shehzeen Hussain, Xinqiao Zhang, Ke Huang, Julian J. McAuley, Farinaz Koushanfar
2022	A	`conf`	FastStamp: Accelerating Neural Steganography and Digital Watermarking of Images on FPGAs. ICCAD Shehzeen Hussain, Nojan Sheybani, Paarth Neekhara, Xinqiao Zhang, Javier Mauricio Duarte, Farinaz Koushanfar
2022	J	`jnl`	FastStamp: Accelerating Neural Steganography and Digital Watermarking of Images on FPGAs. CoRR Shehzeen Hussain, Nojan Sheybani, Paarth Neekhara, Xinqiao Zhang, Javier Mauricio Duarte, Farinaz Koushanfar
2022	C	`conf`	Intellectual Property (IP) Protection for Deep Learning and Federated Learning Models. IH&MMSec Farinaz Koushanfar
2022	A*	`conf`	LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models. NeurIPS Mojan Javaheripi, Gustavo de Rosa, Subhabrata Mukherjee, Shital Shah, Tomasz Religa, Caio César Teodoro Mendes, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
2022	J	`jnl`	LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models. CoRR Mojan Javaheripi, Shital Shah, Subhabrata Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
2022	J	`jnl`	Peer-to-Peer Variational Federated Learning Over Arbitrary Graphs. IEEE J. Sel. Areas Inf. Theory Xinghan Wang, Anusha Lalitha, Tara Javidi, Farinaz Koushanfar
2022	J	`jnl`	PerD: Perturbation Sensitivity-based Neural Trojan Detection Framework on NLP Applications. CoRR Diego Garcia-soto, Huili Chen, Farinaz Koushanfar
2022	J	`jnl`	ReFace: Real-time Adversarial Attacks on Face Recognition Systems. CoRR Shehzeen Hussain, Todd Huster, Chris Mesterharm, Paarth Neekhara, Kevin An, Malhar Jere, Harshvardhan Sikka, Farinaz Koushanfar
2022	J	`jnl`	Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers. CoRR Ruisi Zhang, Seira Hidano, Farinaz Koushanfar
2022	J	`jnl`	zPROBE: Zero Peek Robustness Checks for Federated Learning. CoRR Zahra Ghodsi, Mojan Javaheripi, Nojan Sheybani, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar
2021	J	`jnl`	A Taxonomy of Attacks on Federated Learning. IEEE Secur. Priv. Malhar Jere, Tyler Farnan, Farinaz Koushanfar
2021	J	`jnl`	Advances and Open Problems in Federated Learning. Found. Trends Mach. Learn. Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Hubert Eichner, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Hang Qi, Daniel Ramage, Ramesh Raskar, Mariana Raykova, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao
2021	A	`conf`	Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples. WACV Shehzeen Hussain, Paarth Neekhara, Malhar Jere, Farinaz Koushanfar, Julian J. McAuley
2021	J	`jnl`	AutoRank: Automated Rank Selection for Effective Neural Network Customization. IEEE J. Emerg. Sel. Topics Circuits Syst. Mojan Javaheripi, Mohammad Samragh, Farinaz Koushanfar
2021	A*	`conf`	COINN: Crypto/ML Codesign for Oblivious Inference via Neural Networks. CCS Siam Umar Hussain, Mojan Javaheripi, Mohammad Samragh, Farinaz Koushanfar
2021	J	`jnl`	Cross-modal Adversarial Reprogramming. CoRR Paarth Neekhara, Shehzeen Hussain, Jinglong Du, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2021	J	`jnl`	CuRTAIL: ChaRacterizing and Thwarting AdversarIal Deep Learning. IEEE Trans. Dependable Secur. Comput. Mojan Javaheripi, Mohammad Samragh, Bita Darvish Rouhani, Tara Javidi, Farinaz Koushanfar
2021	J	`jnl`	ESCORT: Ethereum Smart COntRacTs Vulnerability Detection using Deep Neural Network and Transfer Learning. CoRR Oliver Lutz, Huili Chen, Hossein Fereidooni, Christoph Sendner, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar
2021	C	`conf`	Expressive Neural Voice Cloning. ACML Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2021	J	`jnl`	Expressive Neural Voice Cloning. CoRR Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2021	A	`conf`	HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks. ICCAD Mojan Javaheripi, Farinaz Koushanfar
2021	J	`jnl`	HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks. CoRR Mojan Javaheripi, Farinaz Koushanfar
2021	J	`jnl`	Hardware/Algorithm Codesign for Adversarially Robust Deep Learning. IEEE Des. Test Mojan Javaheripi, Mohammad Samragh, Bita Darvish Rouhani, Tara Javidi, Farinaz Koushanfar
2021	—	`conf`	Machine Learning on Encrypted Data: Hardware to the Rescue. ASHES@CCS Farinaz Koushanfar
2021	J	`jnl`	Machine Learning-Assisted E-jet Printing of Organic Flexible Biosensors. CoRR Mehran Abbasi Shirsavar, Mehrnoosh Taghavimehr, Lionel J. Ouedraogo, Mojan Javaheripi, Nicole N. Hashemi, Farinaz Koushanfar, Reza Montazami
2021	—	`conf`	On the Application of Binary Neural Networks in Oblivious Inference. CVPR Workshops Mohammad Samragh, Siam U. Hussain, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar
2021	A*	`conf`	ProFlip: Targeted Trojan Attack with Progressive Bit Flips. ICCV Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar
2021	J	`jnl`	Provably Secure Sequential Obfuscation for IC Metering and Piracy Avoidance. IEEE Des. Test Farinaz Koushanfar
2021	J	`jnl`	SWANN: Small-World Architecture for Fast Convergence of Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. Mojan Javaheripi, Bita Darvish Rouhani, Farinaz Koushanfar
2021	J	`jnl`	TAD: Trigger Approximation based Black-box Trojan Detection for AI. CoRR Xinqiao Zhang, Huili Chen, Farinaz Koushanfar
2021	J	`jnl`	The Fusion of Secure Function Evaluation and Logic Synthesis. IEEE Secur. Priv. Siam U. Hussain, M. Sadegh Riazi, Farinaz Koushanfar
2021	—	`conf`	Trojan Signatures in DNN Weights. ICCVW Greg Fields, Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar, Tara Javidi
2021	J	`jnl`	Trojan Signatures in DNN Weights. CoRR Greg Fields, Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar, Tara Javidi
2021	J	`jnl`	Unsupervised Information Obfuscation for Split Inference of Neural Networks. CoRR Mohammad Samragh, Hossein Hosseini, Aleksei Triastcyn, Kambiz Azarian, Joseph Soriaga, Farinaz Koushanfar
2021	J	`jnl`	Water end-use consumption in low-income households: Evaluation of the impact of preprocessing on the construction of a classification model. Expert Syst. Appl. Karla P. S. Oliveira Esquerre, Mariza Mello, Gabriella Botelho, Zikang Deng, Farinaz Koushanfar, Asher Kiperstok
2021	A*	`conf`	WaveGuard: Understanding and Mitigating Audio Adversarial Examples. USENIX Security Symposium Shehzeen Hussain, Paarth Neekhara, Shlomo Dubnov, Julian J. McAuley, Farinaz Koushanfar
2021	J	`jnl`	WaveGuard: Understanding and Mitigating Audio Adversarial Examples. CoRR Shehzeen Hussain, Paarth Neekhara, Shlomo Dubnov, Julian J. McAuley, Farinaz Koushanfar
2020	J	`jnl`	A Singular Value Perspective on Model Robustness. CoRR Malhar Jere, Maghav Kumar, Farinaz Koushanfar
2020	A*	`conf`	AHEC: End-to-end Compiler Framework for Privacy-preserving Machine Learning Acceleration. DAC Huili Chen, Rosario Cammarota, Felipe Valencia, Francesco Regazzoni, Farinaz Koushanfar
2020	J	`jnl`	AdaNS: Adaptive Non-Uniform Sampling for Automated Design of Compact DNNs. IEEE J. Sel. Top. Signal Process. Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
2020	J	`jnl`	Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples. CoRR Paarth Neekhara, Shehzeen Hussain, Malhar Jere, Farinaz Koushanfar, Julian J. McAuley
2020	J	`jnl`	CLEANN: Accelerated Trojan Shield for Embedded Neural Networks. CoRR Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar
2020	A	`conf`	CleaNN: Accelerated Trojan Shield for Embedded Neural Networks. ICCAD Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar
2020	A*	`conf`	Deep Learning Acceleration with Neuron-to-Memory Transformation. HPCA Mohsen Imani, Mohammad Samragh Razlighi, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing
2020	J	`jnl`	Design and Analysis of Secure and Dependable Automotive CPS: A Steer-by-Wire Case Study. IEEE Trans. Dependable Secur. Comput. Arslan Munir, Farinaz Koushanfar
2020	A*	`conf`	Developing Privacy-preserving AI Systems: The Lessons learned. DAC Huili Chen, Siam Umar Hussain, Fabian Boemer, Emmanuel Stapf, Ahmad-Reza Sadeghi, Farinaz Koushanfar, Rosario Cammarota
2020	J	`jnl`	EncoDeep: Realizing Bit-flexible Encoding for Deep Neural Networks. ACM Trans. Embed. Comput. Syst. Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar
2020	J	`jnl`	Enhancing Model Parallelism in Neural Architecture Search for Multidevice System. IEEE Micro Cheng Fu, Huili Chen, Zhenheng Yang, Farinaz Koushanfar, Yuandong Tian, Jishen Zhao
2020	J	`jnl`	FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA. CoRR Shehzeen Hussain, Mojan Javaheripi, Paarth Neekhara, Ryan Kastner, Farinaz Koushanfar
2020	—	`conf`	FlowTrojan: Insertion and Detection of Hardware Trojans on Flow-Based Microfluidic Biochips. NEWCAS Huili Chen, Seetal Potluri, Farinaz Koushanfar
2020	J	`jnl`	GeneCAI: Genetic Evolution for Acquiring Compact AI. CoRR Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
2020	A	`conf`	GeneCAI: genetic evolution for acquiring compact AI. GECCO Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
2020	J	`jnl`	Grand Challenges for Embedded Security Research in a Connected World. CoRR Wayne P. Burleson, Kevin Fu, Denise L. Anthony, Jorge Guajardo, Carl A. Gunter, Kyle Ingols, Jean-Baptiste Jeannin, Farinaz Koushanfar, Carl E. Landwehr, Susan Squires
2020	J	`jnl`	Security of Microfluidic Biochip: Practical Attacks and Countermeasures. ACM Trans. Design Autom. Electr. Syst. Huili Chen, Seetal Potluri, Farinaz Koushanfar
2020	A	`conf`	SpecMark: A Spectral Watermarking Framework for IP Protection of Speech Recognition Systems. INTERSPEECH Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar
2020	J	`jnl`	SynFi: Automatic Synthetic Fingerprint Generation. CoRR M. Sadegh Riazi, Seyed M. Chavoshian, Farinaz Koushanfar
2020	J	`jnl`	SynFi: Automatic Synthetic Fingerprint Generation. IACR Cryptol. ePrint Arch. M. Sadegh Riazi, Seyed M. Chavoshian, Farinaz Koushanfar
2020	—	`conf`	TinyGarble2: Smart, Efficient, and Scalable Yao's Garble Circuit. PPMLP@CCS Siam U. Hussain, Baiyu Li, Farinaz Koushanfar, Rosario Cammarota
2020	J	`jnl`	TinyGarble2: Smart, Efficient, and Scalable Yao's Garble Circuit. IACR Cryptol. ePrint Arch. Siam U. Hussain, Baiyu Li, Farinaz Koushanfar, Rosario Cammarota
2020	J	`jnl`	Trustworthy AI Inference Systems: An Industry Research View. CoRR Rosario Cammarota, Matthias Schunter, Anand Rajan, Fabian Boemer, Ágnes Kiss, Amos Treiber, Christian Weinert, Thomas Schneider, Emmanuel Stapf, Ahmad-Reza Sadeghi, Daniel Demmler, Huili Chen, Siam Umar Hussain, M. Sadegh Riazi, Farinaz Koushanfar, Saransh Gupta, Tajana Simunic Rosing, Kamalika Chaudhuri, Hamid Nejatollahi, Nikil D. Dutt, Mohsen Imani, Kim Laine, Anuj Dubey, Aydin Aysu, Fateme Sadat Hosseini, Chengmo Yang, Eric Wallace, Pamela Norton
2020	A*	`conf`	Unified Architectural Support for Secure and Robust Deep Learning. DAC Mojan Javaheripi, Huili Chen, Farinaz Koushanfar
2019	B	`conf`	A Framework for Collaborative Learning in Secure High-Dimensional Space. CLOUD Mohsen Imani, Yeseong Kim, M. Sadegh Riazi, John Messerly, Patric Liu, Farinaz Koushanfar, Tajana Rosing
2019	J	`jnl`	A Neural-based Program Decompiler. CoRR Cheng Fu, Huili Chen, Haolan Liu, Xinyun Chen, Yuandong Tian, Farinaz Koushanfar, Jishen Zhao
2019	A*	`conf`	ARM2GC: Succinct Garbled Processor for Secure Computation. DAC Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar
2019	J	`jnl`	ARM2GC: Succinct Garbled Processor for Secure Computation. CoRR Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar
2019	J	`jnl`	ASCAI: Adaptive Sampling for acquiring Compact AI. CoRR Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
2019	J	`jnl`	Advances and Open Problems in Federated Learning. CoRR Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao
2019	—	`conf`	Adversarial Reprogramming of Text Classification Neural Networks. EMNLP/IJCNLP (1) Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar
2019	J	`jnl`	BlackMarks: Blackbox Multibit Watermarking for Deep Neural Networks. CoRR Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar
2019	A*	`conf`	Coda: An End-to-End Neural Program Decompiler. NeurIPS Cheng Fu, Huili Chen, Haolan Liu, Xinyun Chen, Yuandong Tian, Farinaz Koushanfar, Jishen Zhao
2019	J	`jnl`	CodeX: Bit-Flexible Encoding for Streaming-based FPGA Acceleration of DNNs. CoRR Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar
2019	J	`jnl`	Decentralized Bayesian Learning over Graphs. CoRR Anusha Lalitha, Xinghan Wang, Osman Cihan Kilinc, Yongxi Lu, Tara Javidi, Farinaz Koushanfar
2019	J	`jnl`	Deep Learning on Private Data. IEEE Secur. Priv. M. Sadegh Riazi, Bita Darvish Rouhani, Farinaz Koushanfar
2019	A*	`conf`	DeepAttest: an end-to-end attestation framework for deep neural networks. ISCA Huili Chen, Cheng Fu, Bita Darvish Rouhani, Jishen Zhao, Farinaz Koushanfar
2019	A*	`conf`	DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks. IJCAI Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar
2019	B	`conf`	DeepMarks: A Secure Fingerprinting Framework for Digital Rights Management of Deep Learning Models. ICMR Huili Chen, Bita Darvish Rouhani, Cheng Fu, Jishen Zhao, Farinaz Koushanfar
2019	A*	`conf`	DeepSigns: An End-to-End Watermarking Framework for Ownership Protection of Deep Neural Networks. ASPLOS Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar
2019	Misc	`conf`	FASE: FPGA Acceleration of Secure Function Evaluation. FCCM Siam U. Hussain, Farinaz Koushanfar
2019	A	`conf`	FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA. ICCAD Shehzeen Hussain, Mojan Javaheripi, Paarth Neekhara, Ryan Kastner, Farinaz Koushanfar
2019	A	`conf`	GenUnlock: An Automated Genetic Algorithm Framework for Unlocking Logic Encryption. ICCAD Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar
2019	—	`conf`	MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. HOST M. Sadegh Riazi, Mojan Javaheripi, Siam U. Hussain, Farinaz Koushanfar
2019	J	`jnl`	MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. IACR Cryptol. ePrint Arch. M. Sadegh Riazi, Mojan Javaheripi, Siam U. Hussain, Farinaz Koushanfar
2019	A*	`conf`	Multisketches: Practical Secure Sketches Using Off-the-Shelf Biometric Matching Algorithms. CCS Rahul Chatterjee, M. Sadegh Riazi, Tanmoy Chowdhury, Emanuela Marasco, Farinaz Koushanfar, Ari Juels
2019	J	`jnl`	Multisketches: Practical Secure Sketches Using Off-the-Shelf Biometric Matching Algorithms. IACR Cryptol. ePrint Arch. Rahul Chatterjee, M. Sadegh Riazi, Tanmoy Chowdhury, Emanuela Marasco, Farinaz Koushanfar, Ari Juels
2019	J	`jnl`	Peer-to-peer Federated Learning on Graphs. CoRR Anusha Lalitha, Osman Cihan Kilinc, Tara Javidi, Farinaz Koushanfar
2019	J	`jnl`	Principal Component Properties of Adversarial Samples. CoRR Malhar Jere, Sandro Herbig, Christine Lind, Farinaz Koushanfar
2019	J	`jnl`	SWNet: Small-World Neural Networks and Rapid Convergence. CoRR Mojan Javaheripi, Bita Darvish Rouhani, Farinaz Koushanfar
2019	J	`jnl`	Safe Machine Learning and Defeating Adversarial Attacks. IEEE Secur. Priv. Bita Darvish Rouhani, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
2019	J	`jnl`	Scratch that! An Evolution-based Adversarial Attack against Neural Networks. CoRR Malhar Jere, Briland Hitaj, Gabriela F. Ciocarlie, Farinaz Koushanfar
2019	A	`conf`	SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing. ICCAD Mohsen Imani, Samuel Bosch, Mojan Javaheripi, Bita Darvish Rouhani, Xinyu Wu, Farinaz Koushanfar, Tajana Rosing
2019	Misc	`conf`	SimBNN: A Similarity-Aware Binarized Neural Network Acceleration Framework. FCCM Cheng Fu, Shilin Zhu, Huili Chen, Farinaz Koushanfar, Hao Su, Jishen Zhao
2019	Misc	`conf`	SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing. FCCM Mohsen Imani, Sahand Salamat, Behnam Khaleghi, Mohammad Samragh, Farinaz Koushanfar, Tajana Rosing
2019	J	`jnl`	Sub-Linear Privacy-Preserving Near-Neighbor Search. IACR Cryptol. ePrint Arch. M. Sadegh Riazi, Beidi Chen, Anshumali Shrivastava, Dan S. Wallach, Farinaz Koushanfar
2019	A	`conf`	Universal Adversarial Perturbations for Speech Recognition Systems. INTERSPEECH Paarth Neekhara, Shehzeen Hussain, Prakhar Pandey, Shlomo Dubnov, Julian J. McAuley, Farinaz Koushanfar
2019	J	`jnl`	Universal Adversarial Perturbations for Speech Recognition Systems. CoRR Paarth Neekhara, Shehzeen Hussain, Prakhar Pandey, Shlomo Dubnov, Julian J. McAuley, Farinaz Koushanfar
2019	A*	`conf`	XONN: XNOR-based Oblivious Deep Neural Network Inference. USENIX Security Symposium M. Sadegh Riazi, Mohammad Samragh, Hao Chen, Kim Laine, Kristin E. Lauter, Farinaz Koushanfar
2019	J	`jnl`	XONN: XNOR-based Oblivious Deep Neural Network Inference. CoRR M. Sadegh Riazi, Mohammad Samragh, Hao Chen, Kim Laine, Kristin E. Lauter, Farinaz Koushanfar
2019	J	`jnl`	XONN: XNOR-based Oblivious Deep Neural Network Inference. IACR Cryptol. ePrint Arch. M. Sadegh Riazi, Mohammad Samragh, Hao Chen, Kim Laine, Kristin E. Lauter, Farinaz Koushanfar
2018	J	`jnl`	Adversarial Reprogramming of Sequence Classification Neural Networks. CoRR Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar
2018	J	`jnl`	AgileNet: Lightweight Dictionary-based Few-shot Learning. CoRR Mohammad Ghasemzadeh, Fang Lin, Bita Darvish Rouhani, Farinaz Koushanfar, Ke Huang
2018	A	`conf`	Assured deep learning: practical defense against adversarial attacks. ICCAD Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi, Tara Javidi, Farinaz Koushanfar
2018	A	`conf`	CausaLearn: Automated Framework for Scalable Streaming-based Causal Bayesian Learning using FPGAs. FPGA Bita Darvish Rouhani, Mohammad Ghasemzadeh, Farinaz Koushanfar
2018	A	`conf`	Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. AsiaCCS M. Sadegh Riazi, Christian Weinert, Oleksandr Tkachenko, Ebrahim M. Songhori, Thomas Schneider, Farinaz Koushanfar
2018	J	`jnl`	Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. CoRR M. Sadegh Riazi, Christian Weinert, Oleksandr Tkachenko, Ebrahim M. Songhori, Thomas Schneider, Farinaz Koushanfar
2018	A	`conf`	DeepFense: online accelerated defense against adversarial deep learning. ICCAD Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi, Tara Javidi, Farinaz Koushanfar
2018	J	`jnl`	DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks. CoRR Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar
2018	J	`jnl`	DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks. IACR Cryptol. ePrint Arch. Huili Chen, Bita Darvish Rohani, Farinaz Koushanfar
2018	J	`jnl`	DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models. CoRR Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar
2018	J	`jnl`	DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models. IACR Cryptol. ePrint Arch. Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar
2018	A*	`conf`	Deepsecure: scalable provably-secure deep learning. DAC Bita Darvish Rouhani, M. Sadegh Riazi, Farinaz Koushanfar
2018	J	`jnl`	Editorial for TODAES Special Issue on Internet of Things System Performance, Reliability, and Security. ACM Trans. Design Autom. Electr. Syst. Rasit Onur Topaloglu, Farinaz Koushanfar
2018	A*	`conf`	MAXelerator: FPGA accelerator for privacy preserving multiply-accumulate (MAC) on cloud servers. DAC Siam U. Hussain, Bita Darvish Rouhani, Mohammad Ghasemzadeh, Farinaz Koushanfar
2018	J	`jnl`	P3: Privacy Preserving Positioning for Smart Automotive Systems. ACM Trans. Design Autom. Electr. Syst. Siam Umar Hussain, Farinaz Koushanfar
2018	J	`jnl`	Performance Comparison of Contemporary DNN Watermarking Techniques. CoRR Huili Chen, Bita Darvish Rouhani, Xinwei Fan, Osman Cihan Kilinc, Farinaz Koushanfar
2018	A	`conf`	Privacy-preserving deep learning and inference. ICCAD M. Sadegh Riazi, Farinaz Koushanfar
2018	J	`jnl`	Pushing the Communication Barrier in Secure Computation using Lookup Tables. IACR Cryptol. ePrint Arch. Ghada Dessouky, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni, Michael Zohner
2018	J	`jnl`	RAPIDNN: In-Memory Deep Neural Network Acceleration Framework. CoRR Mohsen Imani, Mohammad Samragh, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing
2018	J	`jnl`	RankMap: A Framework for Distributed Learning From Dense Data Sets. IEEE Trans. Neural Networks Learn. Syst. Azalia Mirhoseini, Eva L. Dyer, Ebrahim M. Songhori, Richard G. Baraniuk, Farinaz Koushanfar
2018	Misc	`conf`	ReBNet: Residual Binarized Neural Network. FCCM Mohammad Ghasemzadeh, Mohammad Samragh, Farinaz Koushanfar
2018	J	`jnl`	ReDCrypt: Real-Time Privacy-Preserving Deep Learning Inference in Clouds Using FPGAs. ACM Trans. Reconfigurable Technol. Syst. Bita Darvish Rouhani, Siam Umar Hussain, Kristin E. Lauter, Farinaz Koushanfar
2018	J	`jnl`	SHAIP: Secure Hamming Distance for Authentication of Intrinsic PUFs. ACM Trans. Design Autom. Electr. Syst. Siam Umar Hussain, M. Sadegh Riazi, Farinaz Koushanfar
2017	C	`conf`	20 Years of research on intellectual property protection. ISCAS Miodrag Potkonjak, Gang Qu, Farinaz Koushanfar, Chip-Hong Chang
2017	J	`jnl`	ARM2GC: Simple and Efficient Garbled Circuit Framework by Skipping. IACR Cryptol. ePrint Arch. Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar
2017	A*	`conf`	ASHES 2017: Workshop on Attacks and Solutions in Hardware Security. CCS Chip-Hong Chang, Marten van Dijk, Farinaz Koushanfar, Ulrich Rührmair, Mark Tehranipoor
2017	C	`conf`	BioChipWork: Reverse Engineering of Microfluidic Biochips. ICCD Huili Chen, Seetal Potluri, Farinaz Koushanfar
2017	J	`jnl`	CAMsure: Secure Content-Addressable Memory for Approximate Search. ACM Trans. Embed. Comput. Syst. M. Sadegh Riazi, Mohammad Samragh, Farinaz Koushanfar
2017	J	`jnl`	Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. IACR Cryptol. ePrint Arch. M. Sadegh Riazi, Christian Weinert, Oleksandr Tkachenko, Ebrahim M. Songhori, Thomas Schneider, Farinaz Koushanfar
2017	J	`jnl`	CuRTAIL: ChaRacterizing and Thwarting AdversarIal deep Learning. CoRR Bita Darvish Rouhani, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
2017	Misc	`conf`	Customizing Neural Networks for Efficient FPGA Implementation. FCCM Mohammad Samragh, Mohammad Ghasemzadeh, Farinaz Koushanfar
2017	A*	`conf`	Deep3: Leveraging Three Levels of Parallelism for Efficient Deep Learning. DAC Bita Darvish Rouhani, Azalia Mirhoseini, Farinaz Koushanfar
2017	J	`jnl`	DeepSecure: Scalable Provably-Secure Deep Learning. CoRR Bita Darvish Rouhani, M. Sadegh Riazi, Farinaz Koushanfar
2017	J	`jnl`	DeepSecure: Scalable Provably-Secure Deep Learning. IACR Cryptol. ePrint Arch. Bita Darvish Rouhani, M. Sadegh Riazi, Farinaz Koushanfar
2017	—	`conf`	ExtDict: Extensible Dictionaries for Data- and Platform-Aware Large-Scale Learning. IPDPS Workshops Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar
2017	A	`conf`	LookNN: Neural network with no multiplication. DATE Mohammad Samragh Razlighi, Mohsen Imani, Farinaz Koushanfar, Tajana Rosing
2017	A*	`conf`	PriSearch: Efficient Search on Private Data. DAC M. Sadegh Riazi, Ebrahim M. Songhori, Farinaz Koushanfar
2017	A*	`conf`	Pushing the Communication Barrier in Secure Computation using Lookup Tables. NDSS Ghada Dessouky, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni, Michael Zohner
2017	J	`jnl`	RISE: An Automated Framework for Real-Time Intelligent Video Surveillance on FPGA. ACM Trans. Embed. Comput. Syst. Bita Darvish Rouhani, Azalia Mirhoseini, Farinaz Koushanfar
2017	J	`jnl`	ResBinNet: Residual Binary Neural Network. CoRR Mohammad Ghasemzadeh, Mohammad Samragh, Farinaz Koushanfar
2017	C	`conf`	TinyDL: Just-in-time deep learning solution for constrained embedded systems. ISCAS Bita Darvish Rouhani, Azalia Mirhoseini, Farinaz Koushanfar
2017	J	`jnl`	Toward Practical Secure Stable Matching. Proc. Priv. Enhancing Technol. M. Sadegh Riazi, Ebrahim M. Songhori, Ahmad-Reza Sadeghi, Thomas Schneider, Farinaz Koushanfar
2016	J	`jnl`	A Built-in-Self-Test Scheme for Online Evaluation of Physical Unclonable Functions and True Random Number Generators. IEEE Trans. Multi Scale Comput. Syst. Siam U. Hussain, Mehrdad Majzoobi, Farinaz Koushanfar
2016	J	`jnl`	Automated Real-Time Analysis of Streaming Big and Dense Data on Reconfigurable Platforms. ACM Trans. Reconfigurable Technol. Syst. Bita Darvish Rouhani, Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar
2016	J	`jnl`	Chime: Checkpointing Long Computations on Interm ittently Energized IoT Devices. IEEE Trans. Multi Scale Comput. Syst. Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar
2016	—	`conf`	CryptoML: Secure outsourcing of big data machine learning applications. HOST Azalia Mirhoseini, Ahmad-Reza Sadeghi, Farinaz Koushanfar
2016	—	`conf`	D2CyberSoft: A design automation tool for soft error analysis of Dependable Cybercars. CCNC Arslan Munir, Farinaz Koushanfar
2016	A	`conf`	DeLight: Adding Energy Dimension To Deep Neural Networks. ISLPED Bita Darvish Rouhani, Azalia Mirhoseini, Farinaz Koushanfar
2016	—	`conf`	Design and performance analysis of secure and dependable cybercars: A steer-by-wire case study. CCNC Arslan Munir, Farinaz Koushanfar
2016	A*	`conf`	GarbledCPU: a MIPS processor for secure computation in hardware. DAC Ebrahim M. Songhori, Shaza Zeitouni, Ghada Dessouky, Thomas Schneider, Ahmad-Reza Sadeghi, Farinaz Koushanfar
2016	—	`conf`	GenMatch: Secure DNA compatibility testing. HOST M. Sadegh Riazi, Neeraj K. R. Dantu, L. N. Vinay Gattu, Farinaz Koushanfar
2016	Misc	`conf`	Going deeper than deep learning for massive data analytics under physical constraints. CODES+ISSS Bita Darvish Rouhani, Azalia Mirhoseini, Farinaz Koushanfar
2016	A*	`conf`	Invited - Things, trouble, trust: on building trust in IoT systems. DAC Tigist Abera, N. Asokan, Lucas Davi, Farinaz Koushanfar, Andrew Paverd, Ahmad-Reza Sadeghi, Gene Tsudik
2016	A*	`conf`	Perform-ML: performance optimized machine learning by platform and content aware customization. DAC Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar
2016	A*	`conf`	Privacy preserving localization for smart automotive systems. DAC Siam U. Hussain, Farinaz Koushanfar
2016	—	`conf`	Robust privacy-preserving fingerprint authentication. HOST Ye Zhang, Farinaz Koushanfar
2016	J	`jnl`	Sub-linear Privacy-preserving Search with Untrusted Server and Semi-honest Parties. CoRR M. Sadegh Riazi, Beidi Chen, Anshumali Shrivastava, Dan S. Wallach, Farinaz Koushanfar
2015	A	`conf`	AHEAD: automated framework for hardware accelerated iterative data analysis. DATE Ebrahim M. Songhori, Azalia Mirhoseini, Xuyang Lu, Farinaz Koushanfar
2015	J	`jnl`	An Energy-Efficient Last-Level Cache Architecture for Process Variation-Tolerant 3D Microprocessors. IEEE Trans. Computers Joonho Kong, Farinaz Koushanfar, Sung Woo Chung
2015	A*	`conf`	Automated Synthesis of Optimized Circuits for Secure Computation. CCS Daniel Demmler, Ghada Dessouky, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
2015	A*	`conf`	Compacting privacy-preserving k-nearest neighbor search using logic synthesis. DAC Ebrahim M. Songhori, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar
2015	A	`conf`	DA Systemization of Knowledge: A Catalog of Prior Forward-Looking Initiatives. ICCAD Farinaz Koushanfar, Azalia Mirhoseini, Gang Qu, Zhiru Zhang
2015	A	`conf`	Evolving EDA Beyond its E-Roots: An Overview. ICCAD Andrew B. Kahng, Farinaz Koushanfar
2015	—	`conf`	Fine-Grained Voltage Boosting for Improving Yield in Near-Threshold Many-Core Processors. ACM Great Lakes Symposium on VLSI Joonho Kong, Arslan Munir, Farinaz Koushanfar
2015	A*	`conf`	Flexible Transformations For Learning Big Data. SIGMETRICS Azalia Mirhoseini, Ebrahim M. Songhori, Bita Darvish Rouhani, Farinaz Koushanfar
2015	J	`jnl`	Guest Editorial Special Section on Hardware Security and Trust. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ramesh Karri, Farinaz Koushanfar, Ozgur Sinanoglu, Yiorgos Makris, Ken Mai, Ahmad-Reza Sadeghi, Swarup Bhunia
2015	A	`conf`	I Know Where You are: Proofs of Presence Resilient to Malicious Provers. AsiaCCS Markus Miettinen, N. Asokan, Farinaz Koushanfar, Thien Duc Nguyen, Jon Rios, Ahmad-Reza Sadeghi, Majid Sobhani, Sudha Yellapantula
2015	J	`jnl`	Phase Change Memory Write Cost Minimization by Data Encoding. IEEE J. Emerg. Sel. Topics Circuits Syst. Azalia Mirhoseini, Miodrag Potkonjak, Farinaz Koushanfar
2015	J	`jnl`	RankMap: A Platform-Aware Framework for Distributed Learning from Dense Datasets. CoRR Azalia Mirhoseini, Eva L. Dyer, Ebrahim M. Songhori, Richard G. Baraniuk, Farinaz Koushanfar
2015	Misc	`conf`	SSketch: An Automated Framework for Streaming Sketch-Based Analysis of Big Data on FPGA. FCCM Bita Darvish Rouhani, Ebrahim M. Songhori, Azalia Mirhoseini, Farinaz Koushanfar
2015	A*	`conf`	TinyGarble: Highly Compressed and Scalable Sequential Garbled Circuits. IEEE Symposium on Security and Privacy Ebrahim M. Songhori, Siam U. Hussain, Ahmad-Reza Sadeghi, Thomas Schneider, Farinaz Koushanfar
2014	J	`jnl`	A Primer on Hardware Security: Models, Methods, and Metrics. Proc. IEEE Masoud Rostami, Farinaz Koushanfar, Ramesh Karri
2014	J	`jnl`	A queueing theoretic approach for performance evaluation of low-power multi-core embedded systems. J. Parallel Distributed Comput. Arslan Munir, Ann Gordon-Ross, Sanjay Ranka, Farinaz Koushanfar
2014	J	`jnl`	Automated Design, Implementation, and Evaluation of Arbiter-based PUF on FPGA using Programmable Delay Lines. IACR Cryptol. ePrint Arch. Mehrdad Majzoobi, Akshat Kharaya, Farinaz Koushanfar, Srinivas Devadas
2014	A	`conf`	BIST-PUF: online, hardware-based evaluation of physically unclonable circuit identifiers. ICCAD Siam U. Hussain, Sudha Yellapantula, Mehrdad Majzoobi, Farinaz Koushanfar
2014	—	`conf`	Can the SHIELD protect our integrated circuits? MWSCAS Farinaz Koushanfar, Ramesh Karri
2014	A	`conf`	D2Cyber: A design automation tool for dependable cybercars. DATE Arslan Munir, Farinaz Koushanfar
2014	A	`conf`	Efficient Power and Timing Side Channels for Physical Unclonable Functions. CHES Ulrich Rührmair, Xiaolin Xu, Jan Sölter, Ahmed Mahmoud, Mehrdad Majzoobi, Farinaz Koushanfar, Wayne P. Burleson
2014	J	`jnl`	Novel Techniques for High-Sensitivity Hardware Trojan Detection Using Thermal and Power Maps. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Abdullah Nazma Nowroz, Kangqiao Hu, Farinaz Koushanfar, Sherief Reda
2014	A*	`conf`	PUFatt: Embedded Platform Attestation Based on Novel Processor-Based PUFs. DAC Joonho Kong, Farinaz Koushanfar, Praveen Kumar Pendyala, Ahmad-Reza Sadeghi, Christian Wachsmann
2014	J	`jnl`	Physical Unclonable Functions and Applications: A Tutorial. Proc. IEEE Charles Herder, Meng-Day (Mandel) Yu, Farinaz Koushanfar, Srinivas Devadas
2014	J	`jnl`	Processor-Based Strong Physical Unclonable Functions With Aging-Based Response Tuning. IEEE Trans. Emerg. Top. Comput. Joonho Kong, Farinaz Koushanfar
2014	A	`conf`	Quo vadis, PUF?: Trends and challenges of emerging physical-disorder based security. DATE Masoud Rostami, James B. Wendt, Miodrag Potkonjak, Farinaz Koushanfar
2014	J	`jnl`	Robust and Reverse-Engineering Resilient PUF Authentication and Key-Exchange by Substring Matching. IEEE Trans. Emerg. Top. Comput. Masoud Rostami, Mehrdad Majzoobi, Farinaz Koushanfar, Dan S. Wallach, Srinivas Devadas
2014	A	`conf`	Shielding and securing integrated circuits with sensors. ICCAD Davood Shahrjerdi, Jeyavijayan Rajendran, Siddharth Garg, Farinaz Koushanfar, Ramesh Karri
2014	A*	`conf`	Techniques for Foundry Identification. DAC James B. Wendt, Farinaz Koushanfar, Miodrag Potkonjak
2014	J	`jnl`	Trustworthy Hardware [Scanning the Issue]. Proc. IEEE Ramesh Karri, Farinaz Koushanfar
2013	J	`jnl`	A Timing Channel Spyware for the CSMA/CA Protocol. IEEE Trans. Inf. Forensics Secur. Negar Kiyavash, Farinaz Koushanfar, Todd P. Coleman, Mavis Rodrigues
2013	A	`conf`	Automated checkpointing for enabling intensive applications on energy harvesting devices. ISLPED Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar
2013	A*	`conf`	Balancing security and utility in medical devices? DAC Masoud Rostami, Wayne P. Burleson, Farinaz Koushanfar, Ari Juels
2013	A	`conf`	ClockPUF: physical unclonable functions based on clock networks. DATE Yida Yao, Myungbo Kim, Jianmin Li, Igor L. Markov, Farinaz Koushanfar
2013	J	`jnl`	Combined Modeling and Side Channel Attacks on Strong PUFs. IACR Cryptol. ePrint Arch. Ahmed Mahmoud, Ulrich Rührmair, Mehrdad Majzoobi, Farinaz Koushanfar
2013	A*	`conf`	CyCAR'2013: first international academic workshop on security, privacy and dependability for cybervehicles. CCS Arslan Munir, Farinaz Koushanfar, Hervé Seudie, Ahmad-Reza Sadeghi
2013	J	`jnl`	Editorial: Low-Power, Intelligent, and Secure Solutions for Realization of Internet of Things. IEEE J. Emerg. Sel. Topics Circuits Syst. Yen-Kuang Chen, An-Yeu Wu, Magdy A. Bayoumi, Farinaz Koushanfar
2013	A	`conf`	Hardware security: threat models and metrics. ICCAD Masoud Rostami, Farinaz Koushanfar, Jeyavijayan Rajendran, Ramesh Karri
2013	A*	`conf`	Heart-to-heart (H2H): authentication for implanted medical devices. CCS Masoud Rostami, Ari Juels, Farinaz Koushanfar
2013	J	`jnl`	High-performance optimizations on tiled many-core embedded systems: a matrix multiplication case study. J. Supercomput. Arslan Munir, Farinaz Koushanfar, Ann Gordon-Ross, Sanjay Ranka
2013	A	`conf`	High-sensitivity hardware trojan detection using multimodal characterization. DATE Kangqiao Hu, Abdullah Nazma Nowroz, Sherief Reda, Farinaz Koushanfar
2013	A*	`conf`	Idetic: A high-level synthesis approach for enabling long computations on transiently-powered ASICs. PerCom Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar
2013	J	`jnl`	Low-power resource binding by postsilicon customization. ACM Trans. Design Autom. Electr. Syst. Mehrdad Majzoobi, Joonho Kong, Farinaz Koushanfar
2013	J	`jnl`	Power and Timing Side Channels for PUFs and their Efficient Exploitation. IACR Cryptol. ePrint Arch. Ulrich Rührmair, Xiaolin Xu, Jan Sölter, Ahmed Mahmoud, Farinaz Koushanfar, Wayne P. Burleson
2012	A*	`conf`	Can EDA combat the rise of electronic counterfeiting? DAC Farinaz Koushanfar, Saverio Fazzari, Carl McCants, William Bryson, Matthew Sale, Peilin Song, Miodrag Potkonjak
2012	A*	`conf`	Coding-based energy minimization for phase change memory. DAC Azalia Mirhoseini, Miodrag Potkonjak, Farinaz Koushanfar
2012	A*	`conf`	EDA for secure and dependable cybercars: challenges and opportunities. DAC Farinaz Koushanfar, Ahmad-Reza Sadeghi, Hervé Seudie
2012	J	`jnl`	Gate Characterization Using Singular Value Decomposition: Foundations and Applications. IEEE Trans. Inf. Forensics Secur. Sheng Wei, Ani Nahapetian, Michael Nelson, Farinaz Koushanfar, Miodrag Potkonjak
2012	A*	`conf`	Hardware Trojan horse benchmark via optimal creation and placement of malicious circuitry. DAC Sheng Wei, Kai Li, Farinaz Koushanfar, Miodrag Potkonjak
2012	J	`jnl`	Provably Secure Active IC Metering Techniques for Piracy Avoidance and Digital Rights Management. IEEE Trans. Inf. Forensics Secur. Farinaz Koushanfar
2012	A	`conf`	Provably complete hardware Trojan detection using test point insertion. ICCAD Sheng Wei, Kai Li, Farinaz Koushanfar, Miodrag Potkonjak
2012	—	`conf`	Slender PUF Protocol: A Lightweight, Robust, and Secure Authentication by Substring Matching. IEEE Symposium on Security and Privacy Workshops Mehrdad Majzoobi, Masoud Rostami, Farinaz Koushanfar, Dan S. Wallach, Srinivas Devadas
2011	J	`jnl`	A Unified Framework for Multimodal Submodular Integrated Circuits Trojan Detection. IEEE Trans. Inf. Forensics Secur. Farinaz Koushanfar, Azalia Mirhoseini
2011	A	`conf`	FPGA-Based True Random Number Generation Using Circuit Metastability with Adaptive Feedback Control. CHES Mehrdad Majzoobi, Farinaz Koushanfar, Srinivas Devadas
2011	C	`conf`	Hybrid heterogeneous energy supply networks. ISCAS Farinaz Koushanfar, Azalia Mirhoseini
2011	A*	`conf`	Hybrid modeling of non-stationary process variations. DAC Eva L. Dyer, Mehrdad Majzoobi, Farinaz Koushanfar
2011	A	`conf`	HypoEnergy. Hybrid supercapacitor-battery power-supply optimization for Energy efficiency. DATE Azalia Mirhoseini, Farinaz Koushanfar
2011	—	`conf`	Integrated circuit digital rights management techniques using physical level characterization. Digital Rights Management Workshop Sheng Wei, Farinaz Koushanfar, Miodrag Potkonjak
2011	—	`conf`	Integrated circuits metering for piracy protection and digital rights management: an overview. ACM Great Lakes Symposium on VLSI Farinaz Koushanfar
2011	A	`conf`	Learning to manage combined energy supply systems. ISLPED Azalia Mirhoseini, Farinaz Koushanfar
2011	J	`jnl`	Time-Bounded Authentication of FPGAs. IEEE Trans. Inf. Forensics Secur. Mehrdad Majzoobi, Farinaz Koushanfar
2011	—	`conf`	Trusting the open latent IC backdoors. STC@CCS Farinaz Koushanfar
2011	C	`conf`	Ultra-low power current-based PUF. ISCAS Mehrdad Majzoobi, Golsa Ghiaasi, Farinaz Koushanfar, Sani R. Nassif
2010	J	`jnl`	A Survey of Hardware Trojan Taxonomy and Detection. IEEE Des. Test Comput. Mohammad Tehranipoor, Farinaz Koushanfar
2010	—	`conf`	A Unified Submodular Framework for Multimodal IC Trojan Detection. Information Hiding Farinaz Koushanfar, Azalia Mirhoseini, Yousra Alkabani
2010	J	`jnl`	Ending Piracy of Integrated Circuits. Computer Jarrod A. Roy, Farinaz Koushanfar, Igor L. Markov
2010	—	`conf`	FPGA PUF using programmable delay lines. WIFS Mehrdad Majzoobi, Farinaz Koushanfar, Srinivas Devadas
2010	—	`conf`	FPGA Time-Bounded Unclonable Authentication. Information Hiding Mehrdad Majzoobi, Ahmed Elnably, Farinaz Koushanfar
2010	J	`jnl`	Guest Editors' Introduction: Confronting the Hardware Trustworthiness Problem. IEEE Des. Test Comput. Mohammad Tehranipoor, Farinaz Koushanfar
2010	A*	`conf`	Hierarchical hybrid power supply networks. DAC Farinaz Koushanfar
2010	J	`jnl`	Nonparametric combinatorial regression for shape constrained modeling. IEEE Trans. Signal Process. Farinaz Koushanfar, Mehrdad Majzoobi, Miodrag Potkonjak
2010	—	`conf`	Provably Secure Obfuscation of Diverse Watermarks for Sequential Circuits. HOST Farinaz Koushanfar, Yousra Alkabani
2010	A	`conf`	Rapid FPGA delay characterization using clock synthesis and sparse sampling. ITC Mehrdad Majzoobi, Eva L. Dyer, Ahmed Elnably, Farinaz Koushanfar
2010	A*	`conf`	Real time emulations: foundation and applications. DAC Azalia Mirhoseini, Yousra Alkabani, Farinaz Koushanfar
2009	A	`conf`	Consistency-based characterization for IC Trojan detection. ICCAD Yousra Alkabani, Farinaz Koushanfar
2009	A	`conf`	N-version temperature-aware scheduling and binding. ISLPED Yousra Alkabani, Farinaz Koushanfar, Miodrag Potkonjak
2009	—	`conf`	Robust Stable Radiometric Fingerprinting for Frequency Reconfigurable Devices. HOST Andrea Candore, Övünç Kocabas, Farinaz Koushanfar
2009	—	`conf`	SVD-Based Ghost Circuitry Detection. Information Hiding Michael Nelson, Ani Nahapetian, Farinaz Koushanfar, Miodrag Potkonjak
2009	J	`jnl`	Techniques for Design and Implementation of Secure Reconfigurable PUFs. ACM Trans. Reconfigurable Technol. Syst. Mehrdad Majzoobi, Farinaz Koushanfar, Miodrag Potkonjak
2008	A*	`conf`	(Bio)-behavioral CAD. DAC Miodrag Potkonjak, Farinaz Koushanfar
2008	Misc	`conf`	Active control and digital rights management of integrated circuit IP cores. CASES Yousra Alkabani, Farinaz Koushanfar
2008	B	`conf`	Challenging benchmark for location discovery in ad hoc networks: foundations and applications. MobiHoc Davood Shamsi, Farinaz Koushanfar, Miodrag Potkonjak
2008	—	`conf`	Circuit CAD Tools as a Security Threat. HOST Jarrod A. Roy, Farinaz Koushanfar, Igor L. Markov
2008	—	`conf`	Designer's Hardware Trojan Horse. HOST Yousra Alkabani, Farinaz Koushanfar
2008	A	`conf`	EPIC: Ending Piracy of Integrated Circuits. DATE Jarrod A. Roy, Farinaz Koushanfar, Igor L. Markov
2008	A*	`conf`	Input vector control for post-silicon leakage current minimization in the presence of manufacturing variability. DAC Yousra Alkabani, Tammara Massey, Farinaz Koushanfar, Miodrag Potkonjak
2008	A	`conf`	Lightweight secure PUFs. ICCAD Mehrdad Majzoobi, Farinaz Koushanfar, Miodrag Potkonjak
2008	A*	`conf`	N-variant IC design: methodology and applications. DAC Yousra Alkabani, Farinaz Koushanfar
2008	A	`conf`	Noninvasive leakage power tomography of integrated circuits by compressive sensing. ISLPED Davood Shamsi, Petros Boufounos, Farinaz Koushanfar
2008	A	`conf`	Post-silicon timing characterization by compressed sensing. ICCAD Farinaz Koushanfar, Petros Boufounos, Davood Shamsi
2008	A*	`conf`	Protecting bus-based hardware IP by secret sharing. DAC Jarrod A. Roy, Farinaz Koushanfar, Igor L. Markov
2008	A	`conf`	Testing Techniques for Hardware Security. ITC Mehrdad Majzoobi, Farinaz Koushanfar, Miodrag Potkonjak
2008	—	`conf`	Trusted Integrated Circuits: A Nondestructive Hidden Characteristics Extraction Approach. Information Hiding Yousra Alkabani, Farinaz Koushanfar, Negar Kiyavash, Miodrag Potkonjak
2007	A*	`conf`	Active Hardware Metering for Intellectual Property Protection and Security. USENIX Security Symposium Yousra Alkabani, Farinaz Koushanfar
2007	B	`conf`	Anti-Collusion Position Estimation in Wireless Sensor Networks. MASS Negar Kiyavash, Farinaz Koushanfar
2007	A*	`conf`	CAD-based Security, Cryptography, and Digital Rights Management. DAC Farinaz Koushanfar, Miodrag Potkonjak
2007	—	`conf`	Hardware Security: Preparing Students for the Next Design Frontier. MSE Farinaz Koushanfar, Miodrag Potkonjak
2007	—	`conf`	Integration of Statistical Techniques in the Design Curriculum. MSE Farinaz Koushanfar, Miodrag Potkonjak
2007	—	`conf`	LaserSPECks: : laser SPECtroscopic trace-gas sensor networks - sensor integration and applications. IPSN Stephen So, Farinaz Koushanfar, Anatoliy Kosterev, Frank K. Tittel
2007	A	`conf`	Remote activation of ICs for piracy prevention and digital right management. ICCAD Yousra Alkabani, Farinaz Koushanfar, Miodrag Potkonjak
2007	J	`jnl`	Techniques for maintaining connectivity in wireless ad-hoc networks under energy constraints. ACM Trans. Embed. Comput. Syst. Farinaz Koushanfar, Abhijit Davare, David T. Nguyen, Alberto L. Sangiovanni-Vincentelli, Miodrag Potkonjak
2006	A*	`conf`	Sleeping Coordination for Comprehensive Sensing Using Isotonic Regression and Domatic Partitions. INFOCOM Farinaz Koushanfar, Nina Taft, Miodrag Potkonjak
2005	J	`jnl`	Behavioral synthesis techniques for intellectual property protection. ACM Trans. Design Autom. Electr. Syst. Farinaz Koushanfar, Inki Hong, Miodrag Potkonjak
2005	A*	`conf`	Flexible ASIC: shared masking for multiple media processors. DAC Jennifer L. Wong, Farinaz Koushanfar, Miodrag Potkonjak
2005	J	`jnl`	Worst and Best-Case Coverage in Sensor Networks. IEEE Trans. Mob. Comput. Seapahn Megerian, Farinaz Koushanfar, Miodrag Potkonjak, Mani B. Srivastava
2004	—	`ch.`	Fault Tolerance in Wireless Sensor Networks. Handbook of Sensor Networks Farinaz Koushanfar, Miodrag Potkonjak, Alberto L. Sangiovanni-Vincentelli
2004	—	`ch.`	Localized Algorithms for Sensor Networks. Handbook of Sensor Networks Farinaz Koushanfar, Miodrag Potkonjak, Jessica Feng
2004	J	`jnl`	Probabilistic constructive optimization techniques. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jennifer L. Wong, Farinaz Koushanfar, Seapahn Megerian, Miodrag Potkonjak
2004	—	`ch.`	Sensor Network Architecture. Handbook of Sensor Networks Farinaz Koushanfar, Miodrag Potkonjak, Jessica Feng
2003	A	`conf`	Low power coordination in wireless ad-hoc networks. ISLPED Farinaz Koushanfar, Abhijit Davare, Dai Tho Nguyen, Miodrag Potkonjak, Alberto L. Sangiovanni-Vincentelli
2002	J	`jnl`	Exposure in Wireless Sensor Networks: Theory and Practical Solutions. Wirel. Networks Seapahn Megerian, Farinaz Koushanfar, Gang Qu, Giacomino Veltri, Miodrag Potkonjak
2002	Misc	`conf`	Global error-tolerant algorithms for location discovery in ad-hoc wireless Netoworks. ICASSP Farinaz Koushanfar, Sasha Slijepcevic, Jennifer L. Wong, Miodrag Potkonjak
2002	A*	`conf`	ILP-based engineering change. DAC Farinaz Koushanfar, Jennifer L. Wong, Jessica Feng, Miodrag Potkonjak
2002	C	`conf`	System-Architectures for Sensor Networks Issues, Alternatives, and Directions. ICCD Jessica Feng, Farinaz Koushanfar, Miodrag Potkonjak
2001	A	`conf`	A Probabilistic Constructive Approach to Optimization Problems. ICCAD Jennifer L. Wong, Farinaz Koushanfar, Seapahn Meguerdichian, Miodrag Potkonjak
2001	A*	`conf`	Coverage Problems in Wireless Ad-hoc Sensor Networks. INFOCOM Seapahn Meguerdichian, Farinaz Koushanfar, Miodrag Potkonjak, Mani B. Srivastava
2001	A*	`conf`	Exposure in wireless Ad-Hoc sensor networks. MobiCom Seapahn Meguerdichian, Farinaz Koushanfar, Gang Qu, Miodrag Potkonjak
2001	A*	`conf`	Hardware Metering. DAC Farinaz Koushanfar, Gang Qu
2001	—	`conf`	Intellectual Property Metering. Information Hiding Farinaz Koushanfar, Gang Qu, Miodrag Potkonjak
2001	A*	`conf`	MetaCores: Design and Optimization Techniques. DAC Seapahn Meguerdichian, Farinaz Koushanfar, Advait M. Mogre, Dusan Petranovic, Miodrag Potkonjak
2001	J	`jnl`	Symbolic debugging of embedded hardware and software. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Farinaz Koushanfar, Darko Kirovski, Inki Hong, Miodrag Potkonjak, Marios C. Papaefthymiou
2000	A	`conf`	Challenges and Opportunities in Broadband and Wireless Communication Designs. ICCAD Jan M. Rabaey, Miodrag Potkonjak, Farinaz Koushanfar, Suet-Fei Li, Tim Tuan
2000	A*	`conf`	GTX: the MARCO GSRC technology extrapolation system. DAC Andrew E. Caldwell, Yu Cao, Andrew B. Kahng, Farinaz Koushanfar, Hua Lu, Igor L. Markov, Michael Oliver, Dirk Stroobandt, Dennis Sylvester
2000	C	`conf`	Processors for Mobile Applications. ICCD Farinaz Koushanfar, Miodrag Potkonjak, Vandana Prabhu, Jan M. Rabaey
2000	A	`conf`	Symbolic Debugging Scheme for Optimized Hardware and Software. ICCAD Farinaz Koushanfar, Darko Kirovski, Miodrag Potkonjak