Tudor Dumitras

95 papers A* 23A 10B 5Misc 2Journal 28Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds. CoRR Michael-Andrei Panaitescu-Liess, Yigitcan Kaya, Sicheng Zhu, Furong Huang, Tudor Dumitras
2025	—	`conf`	ML-Based Behavioral Malware Detection Is Far From a Solved Problem. SaTML Yigitcan Kaya, Yizheng Chen, Marcus Botacin, Shoumik Saha, Fabio Pierazzi, Lorenzo Cavallaro, David A. Wagner, Tudor Dumitras
2024	A*	`conf`	DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness. ICLR Shoumik Saha, Wenxiao Wang, Yigitcan Kaya, Soheil Feizi, Tudor Dumitras
2024	J	`jnl`	Demystifying Behavior-Based Malware Detection at Endpoints. CoRR Yigitcan Kaya, Yizheng Chen, Shoumik Saha, Fabio Pierazzi, Lorenzo Cavallaro, David A. Wagner, Tudor Dumitras
2024	A*	`conf`	Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds. ICLR Michael-Andrei Panaitescu-Liess, Yigitcan Kaya, Sicheng Zhu, Furong Huang, Tudor Dumitras
2024	A*	`conf`	SCAVY: Automated Discovery of Memory Corruption Targets in Linux Kernel for Privilege Escalation. USENIX Security Symposium Erin Avllazagaj, Yonghwi Kwon, Tudor Dumitras
2024	—	`conf`	Understanding, Uncovering, and Mitigating the Causes of Inference Slowdown for Language Models. SaTML Kamala Varma, Arda Numanoglu, Yigitcan Kaya, Tudor Dumitras
2022	A*	`conf`	Expected Exploitability: Predicting the Development of Functional Vulnerability Exploits. USENIX Security Symposium Octavian Suciu, Connor Nelson, Zhuoer Lyu, Tiffany Bao, Tudor Dumitras
2021	A*	`conf`	A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference. ICLR Sanghyun Hong, Yigitcan Kaya, Ionut-Vlad Modoranu, Tudor Dumitras
2021	J	`jnl`	Expected Exploitability: Predicting the Development of Functional Vulnerability Exploits. CoRR Octavian Suciu, Connor Nelson, Zhuoer Lyu, Tiffany Bao, Tudor Dumitras
2021	A*	`conf`	Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes. NeurIPS Sanghyun Hong, Michael-Andrei Panaitescu-Liess, Yigitcan Kaya, Tudor Dumitras
2021	J	`jnl`	Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes. CoRR Sanghyun Hong, Michael-Andrei Panaitescu-Liess, Yigitcan Kaya, Tudor Dumitras
2021	A	`ed.`	RAID '21: 24th International Symposium on Research in Attacks, Intrusions and Defenses, San Sebastian, Spain, October 6-8, 2021 RAID Leyla Bilge, Tudor Dumitras
2021	A	`conf`	Security Analysis on Practices of Certificate Authorities in the HTTPS Phishing Ecosystem. AsiaCCS Doowon Kim, Haehyun Cho, Yonghwi Kwon, Adam Doupé, Sooel Son, Gail-Joon Ahn, Tudor Dumitras
2021	A*	`conf`	When Does Data Augmentation Help With Membership Inference Attacks? ICML Yigitcan Kaya, Tudor Dumitras
2021	A*	`conf`	When Malware Changed Its Mind: An Empirical Study of Variable Program Behaviors in the Real World. USENIX Security Symposium Erin Avllazagaj, Ziyun Zhu, Leyla Bilge, Davide Balzarotti, Tudor Dumitras
2020	J	`jnl`	A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference. CoRR Sanghyun Hong, Yigitcan Kaya, Ionut-Vlad Modoranu, Tudor Dumitras
2020	J	`jnl`	How to 0wn NAS in Your Spare Time. CoRR Sanghyun Hong, Michael Davinroy, Yigitcan Kaya, Dana Dachman-Soled, Tudor Dumitras
2020	A*	`conf`	How to 0wn the NAS in Your Spare Time. ICLR Sanghyun Hong, Michael Davinroy, Yigitcan Kaya, Dana Dachman-Soled, Tudor Dumitras
2020	J	`jnl`	On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping. CoRR Sanghyun Hong, Varun Chandrasekaran, Yigitcan Kaya, Tudor Dumitras, Nicolas Papernot
2020	J	`jnl`	On the Effectiveness of Regularization Against Membership Inference Attacks. CoRR Yigitcan Kaya, Sanghyun Hong, Tudor Dumitras
2019	J	`jnl`	How to trick the Borg: threat models against manual and automated techniques for detecting network attacks. Comput. Secur. Carl Sabottke, Daniel Chen, Lucas Layman, Tudor Dumitras
2019	J	`jnl`	Poster: On the Feasibility of Training Neural Networks with Visibly Watermarked Dataset. CoRR Sanghyun Hong, Tae-Hoon Kim, Tudor Dumitras, Jonghyun Choi
2019	A*	`conf`	Shallow-Deep Networks: Understanding and Mitigating Network Overthinking. ICML Yigitcan Kaya, Sanghyun Hong, Tudor Dumitras
2019	A*	`conf`	Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks. USENIX Security Symposium Sanghyun Hong, Pietro Frigo, Yigitcan Kaya, Cristiano Giuffrida, Tudor Dumitras
2019	J	`jnl`	Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks. CoRR Sanghyun Hong, Pietro Frigo, Yigitcan Kaya, Cristiano Giuffrida, Tudor Dumitras
2018	J	`jnl`	Analysis of SSL certificate reissues and revocations in the wake of heartbleed. Commun. ACM Liang Zhang, David R. Choffnes, Tudor Dumitras, Dave Levin, Alan Mislove, Aaron Schulman, Christo Wilson
2018	A*	`conf`	Asking for a Friend: Evaluating Response Biases in Security User Studies. CCS Elissa M. Redmiles, Ziyun Zhu, Sean Kross, Dhruv Kuchhal, Tudor Dumitras, Michelle L. Mazurek
2018	—	`conf`	Breaking Bad: Forecasting Adversarial Android Bad Behavior. From Database to Cyber Security Shang Li, Srijan Kumar, Tudor Dumitras, V. S. Subrahmanian
2018	A	`conf`	ChainSmith: Automatically Learning the Semantics of Malicious Campaigns by Mining Threat Intelligence Reports. EuroS&P Ziyun Zhu, Tudor Dumitras
2018	A*	`conf`	From Patching Delays to Infection Symptoms: Using Risk Profiles for an Early Discovery of Vulnerabilities Exploited in the Wild. USENIX Security Symposium Chaowei Xiao, Armin Sarabi, Yang Liu, Bo Li, Mingyan Liu, Tudor Dumitras
2018	—	`conf`	Go Serverless: Securing Cloud via Serverless Design Patterns. HotCloud Sanghyun Hong, Abhinav Srivastava, William Shambrook, Tudor Dumitras
2018	J	`jnl`	How to Stop Off-the-Shelf Deep Neural Networks from Overthinking. CoRR Yigitcan Kaya, Tudor Dumitras
2018	J	`jnl`	Issued for Abuse: Measuring the Underground Trade in Code Signing Certificate. CoRR Kristián Kozák, Bum Jun Kwon, Doowon Kim, Christopher Gates, Tudor Dumitras
2018	J	`jnl`	Peek-a-boo: Inferring program behaviors in a virtualized infrastructure without introspection. Comput. Secur. Sanghyun Hong, Alina Nicolae, Abhinav Srivastava, Tudor Dumitras
2018	A*	`conf`	Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks. NeurIPS Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein
2018	J	`jnl`	Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks. CoRR Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein
2018	J	`jnl`	Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks. CoRR Sanghyun Hong, Michael Davinroy, Yigitcan Kaya, Stuart Nevans Locke, Ian Rackow, Kevin Kulda, Dana Dachman-Soled, Tudor Dumitras
2018	A*	`conf`	The Broken Shield: Measuring Revocation Effectiveness in the Windows Code-Signing PKI. USENIX Security Symposium Doowon Kim, Bum Jun Kwon, Kristián Kozák, Christopher Gates, Tudor Dumitras
2018	—	`conf`	Too Big to FAIL: What You Need to Know Before Attacking a Machine Learning System (Transcript of Discussion). Security Protocols Workshop Tudor Dumitras
2018	—	`conf`	Too Big to FAIL: What You Need to Know Before Attacking a Machine Learning System. Security Protocols Workshop Tudor Dumitras, Yigitcan Kaya, Radu Marginean, Octavian Suciu
2018	A*	`conf`	When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks. USENIX Security Symposium Octavian Suciu, Radu Marginean, Yigitcan Kaya, Hal Daumé III, Tudor Dumitras
2018	J	`jnl`	When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks. CoRR Octavian Suciu, Radu Marginean, Yigitcan Kaya, Hal Daumé III, Tudor Dumitras
2017	A*	`conf`	Catching Worms, Trojan Horses and PUPs: Unsupervised Detection of Silent Delivery Campaigns. NDSS Bum Jun Kwon, Virinchi Srinivas, Amol Deshpande, Tudor Dumitras
2017	A*	`conf`	Certified Malware: Measuring Breaches of Trust in the Windows Code-Signing PKI. CCS Doowon Kim, Bum Jun Kwon, Tudor Dumitras
2017	B	`conf`	Patch Me If You Can: A Study on the Effects of Individual User Behavior on the End-Host Vulnerability State. PAM Armin Sarabi, Ziyun Zhu, Chaowei Xiao, Mingyan Liu, Tudor Dumitras
2017	J	`jnl`	Summoning Demons: The Pursuit of Exploitable Bugs in Machine Learning. CoRR Rock Stevens, Octavian Suciu, Andrew Ruef, Sanghyun Hong, Michael W. Hicks, Tudor Dumitras
2017	J	`jnl`	Understanding the Relationship between Human Behavior and Susceptibility to Cyber Attacks: A Data-Driven Approach. ACM Trans. Intell. Syst. Technol. Michael Ovelgönne, Tudor Dumitras, B. Aditya Prakash, V. S. Subrahmanian, Benjamin Wang
2016	B	`conf`	"Infect-me-not": A user-centric and site-centric study of web-based malware. Networking Huy Hang, Adnan Bashir, Michalis Faloutsos, Christos Faloutsos, Tudor Dumitras
2016	J	`jnl`	Catching Worms, Trojan Horses and PUPs: Unsupervised Detection of Silent Delivery Campaigns. CoRR Bum Jun Kwon, Virinchi Srinivas, Amol Deshpande, Tudor Dumitras
2016	A	`conf`	Evolving NoSQL Databases without Downtime. ICSME Karla Saur, Tudor Dumitras, Michael W. Hicks
2016	A*	`conf`	FeatureSmith: Automatically Engineering Features for Malware Detection by Mining the Security Literature. CCS Ziyun Zhu, Tudor Dumitras
2016	—	`conf`	Helping Johnny encrypt: toward semantic interfaces for cryptographic frameworks. Onward! Soumya Indela, Mukul Kulkarni, Kartik Nayak, Tudor Dumitras
2016	—	`conf`	Toward Semantic Cryptography APIs. SecDev Soumya Indela, Mukul Kulkarni, Kartik Nayak, Tudor Dumitras
2015	J	`jnl`	Evolving NoSQL Databases Without Downtime. CoRR Karla Saur, Tudor Dumitras, Michael W. Hicks
2015	A*	`conf`	The Attack of the Clones: A Study of the Impact of Shared Code on Vulnerability Patching. IEEE Symposium on Security and Privacy Antonio Nappa, Richard Johnson, Leyla Bilge, Juan Caballero, Tudor Dumitras
2015	A*	`conf`	The Dropper Effect: Insights into Malware Distribution with Downloader Graph Analytics. CCS Bum Jun Kwon, Jayanta Mondal, Jiyong Jang, Leyla Bilge, Tudor Dumitras
2015	—	`book`	The Global Cyber-Vulnerability Report V. S. Subrahmanian, Michael Ovelgönne, Tudor Dumitras, B. Aditya Prakash
2015	—	`ch.`	Understanding the Vulnerability Lifecycle for Risk Assessment and Defense Against Sophisticated Cyber Attacks. Cyber Warfare Tudor Dumitras
2015	A*	`conf`	Vulnerability Disclosure in the Age of Social Media: Exploiting Twitter for Predicting Real-World Exploits. USENIX Security Symposium Carl Sabottke, Octavian Suciu, Tudor Dumitras
2014	A	`conf`	Analysis of SSL certificate reissues and revocations in the wake of heartbleed. Internet Measurement Conference Liang Zhang, David R. Choffnes, Dave Levin, Tudor Dumitras, Alan Mislove, Aaron Schulman, Christo Wilson
2014	J	`jnl`	SharkFin: Spatio-temporal mining of software adoption and penetration. Soc. Netw. Anal. Min. Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng Chau, B. Aditya Prakash, Christos Faloutsos
2014	A	`conf`	Some Vulnerabilities Are Different Than Others - Studying Vulnerabilities and Attack Surfaces in the Wild. RAID Kartik Nayak, Daniel Marino, Petros Efstathopoulos, Tudor Dumitras
2013	J	`jnl`	A study of unpredictability in fault-tolerant middleware. Comput. Networks Tudor Dumitras, Priya Narasimhan
2013	J	`jnl`	Investigating Zero-Day Attacks. login Usenix Mag. Leyla Bilge, Tudor Dumitras
2013	B	`conf`	Spatio-temporal mining of software adoption & penetration. ASONAM Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng (Polo) Chau, B. Aditya Prakash, Christos Faloutsos
2012	—	`conf`	Ask WINE: Are We Safer Today? Evaluating Operating System Security through Big Data Analysis. LEET Tudor Dumitras, Petros Efstathopoulos
2012	A*	`conf`	Before we knew it: an empirical study of zero-day attacks in the real world. CCS Leyla Bilge, Tudor Dumitras
2012	Misc	`conf`	The Provenance of WINE. EDCC Tudor Dumitras, Petros Efstathopoulos
2011	—	`conf`	Cloud software upgrades: Challenges and opportunities. MESOCA Iulian Neamtiu, Tudor Dumitras
2011	—	`conf`	Experimental Challenges in Cyber Security: A Story of Provenance and Lineage for Malware. CSET Tudor Dumitras, Iulian Neamtiu
2011	—	`conf`	Toward a standard benchmark for computer security research: the worldwide intelligence network environment (WINE). BADGERS@EuroSys Tudor Dumitras, Darren Shou
2010	—	`—`	Improving the Dependability of Distributed Systems through AIR Software Upgrades. Tudor Dumitras
2010	J	`jnl`	Report on the second ACM workshop on hot topics in software upgrades (HotSWUp'09): http://www.hotswup.org/2009/. ACM SIGOPS Oper. Syst. Rev. Tudor Dumitras, Iulian Neamtiu, Eli Tilevich
2010	A	`conf`	To upgrade or not to upgrade: impact of online upgrades across multiple administrative domains. OOPSLA Tudor Dumitras, Priya Narasimhan, Eli Tilevich
2009	—	`conf`	Dependable, online upgrades in enterprise systems. OOPSLA Companion Tudor Dumitras
2009	—	`conf`	Dependable, online upgrades in enterprise systems. OOPSLA Companion Tudor Dumitras
2009	—	`ed.`	Proceedings of the 2nd ACM Workshop on Hot Topics in Software Upgrades, HotSWUp 2009, Orlando, FL, USA, October 25, 2009. HotSWUp Tudor Dumitras, Iulian Neamtiu, Eli Tilevich
2009	—	`conf`	Second ACM workshop on hot topics in software upgrades (HotSWUp 2009). OOPSLA Companion Tudor Dumitras, Iulian Neamtiu, Eli Tilevich
2009	—	`conf`	Testing Run-time Evolving Systems. Self-Healing and Self-Adaptive Systems Tudor Dumitras, Frank Eliassen, Kurt Geihs, Henry Muccini, Andrea Polini, Theo Ungerer
2009	—	`conf`	Toward upgrades-as-a-service in distributed systems. Middleware (Companion) Tudor Dumitras, Priya Narasimhan
2009	A	`conf`	Why Do Upgrades Fail and What Can We Do about It? Middleware Tudor Dumitras, Priya Narasimhan
2008	—	`conf`	1st ACM workshop on hot topics in software upgrades (HotSWUp 2008). OOPSLA Companion Tudor Dumitras, Danny Dig, Iulian Neamtiu
2008	—	`ed.`	Proceedings of the 1st ACM Workshop on Hot Topics in Software Upgrades, HotSWUp 2008, Nashville, TN, USA, October 20, 2008. HotSWUp Tudor Dumitras, Danny Dig, Iulian Neamtiu
2007	—	`conf`	Got predictability?: experiences with fault-tolerant middleware. Middleware (Demos and Posters) Tudor Dumitras, Priya Narasimhan
2007	J	`jnl`	Stochastic Communication: A New Paradigm for Fault-Tolerant Networks-on-Chip. VLSI Design Paul Bogdan, Tudor Dumitras, Radu Marculescu
2006	B	`conf`	Ecotopia: An Ecological Framework for Change Management in Distributed Systems. WADS Tudor Dumitras, Daniela Rosu, Asit Dan, Priya Narasimhan
2006	Misc	`conf`	Eye of the Beholder: Phone-Based Text-Recognition for the Visually-Impaired. ISWC Tudor Dumitras, Matthew L. Lee, Pablo Quinones, Asim Smailagic, Daniel P. Siewiorek, Priya Narasimhan
2005	A	`conf`	Fault-Tolerant Middleware and the Magical 1%. Middleware Tudor Dumitras, Priya Narasimhan
2005	J	`jnl`	MEAD: support for Real-Time Fault-Tolerant CORBA. Concurr. Pract. Exp. Priya Narasimhan, Tudor Dumitras, Aaron M. Paulos, Soila M. Pertet, Carlos F. Reverte, Joseph G. Slember, Deepti Srivastava
2004	B	`conf`	Architecting and Implementing Versatile Dependability. WADS Tudor Dumitras, Deepti Srivastava, Priya Narasimhan
2004	—	`conf`	Enabling on-chip diversity through architectural communication design. ASP-DAC Tudor Dumitras, Sam Kerner, Radu Marculescu
2003	—	`ch.`	On-Chip Stochastic Communication. Embedded Software for SoC Tudor Dumitras, Radu Marculescu
2003	A	`conf`	On-Chip Stochastic Communication. DATE Tudor Dumitras, Radu Marculescu
2003	—	`conf`	Towards on-chip fault-tolerant communication. ASP-DAC Tudor Dumitras, Sam Kerner, Radu Marculescu