Rauf Izmailov

93 papers A* 6A 2B 13C 4Misc 1Journal 32Unranked 35
YearRankTypeTitle / Venue / Authors
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 — conf
Model-agnostic clean-label backdoor mitigation in cybersecurity environments.
MILCOM
Giorgio Severi, Simona Boboila, John T. Holodnak, Kendra Kratkiewicz, Rauf Izmailov, Michael J. De Lucia, Alina Oprea
2025 J jnl
Trojan Detection Through Pattern Recognition for Large Language Models.
CoRR
Vedant Bhasin, Matthew Yudin, Razvan Stefanescu, Rauf Izmailov
2025 — conf
Trojan Vulnerabilities in Host-Based Intrusion Detection Systems.
DeLTA
Mark Cheung, Sridhar Venkatesan, Rauf Izmailov
2024 C conf
Backdoor Attacks During Retraining of Machine Learning Models: A Mitigation Approach.
SECRYPT
Matthew Yudin, Achyut Reddy, Sridhar Venkatesan, Rauf Izmailov
2024 — conf
DBMAP: Detecting Backdoors via Modality-Agnostic Perturbations.
MILCOM
Matthew Yudin, Rauf Izmailov
2024 J jnl
Model-agnostic clean-label backdoor mitigation in cybersecurity environments.
CoRR
Giorgio Severi, Simona Boboila, John T. Holodnak, Kendra Kratkiewicz, Rauf Izmailov, Alina Oprea
2023 — conf
An Improved Nested Training Approach to Mitigate Clean-label Attacks against Malware Classifiers.
MILCOM
Achyut Reddy, Sridhar Venkatesan, Rauf Izmailov, Alina Oprea
2023 — conf
DUBIOUS: Detecting Unknown Backdoored Input by Observing Unusual Signatures.
MILCOM
Matthew Yudin, Rauf Izmailov
2023 — conf
Data-Driven Constraint Mining for Realizable Adversarial Samples.
MILCOM
Bleema Rosenfeld, Sridhar Venkatesan, Rauf Izmailov, Matthew Yudin, Constantin Serban, Ritu Chadha
2022 — conf
Data Sanitization Approach to Mitigate Clean-Label Attacks Against Malware Detection Systems.
MILCOM
Samson Ho, Achyut Reddy, Sridhar Venkatesan, Rauf Izmailov, Ritu Chadha, Alina Oprea
2021 — conf
Combinatorial Boosting of Classifiers for Moving Target Defense Against Adversarial Evasion Attacks.
MTD@CCS
Rauf Izmailov, Peter Lin, Sridhar Venkatesan, Shridatt Sugrim
2021 — conf
Combinatorial Boosting of Ensembles of Diversified Classifiers for Defense Against Evasion Attacks.
MILCOM
Rauf Izmailov, Peter Lin, Sridhar Venkatesan, Shridatt Sugrim
2021 — conf
Poisoning Attacks and Data Sanitization Mitigations for Machine Learning Models in Network Intrusion Detection Systems.
MILCOM
Sridhar Venkatesan, Harshvardhan Sikka, Rauf Izmailov, Ritu Chadha, Alina Oprea, Michael J. De Lucia
2021 — conf
Privacy Leakage Avoidance with Switching Ensembles.
MILCOM
Rauf Izmailov, Peter Lin, Chris Mesterharm, Samyadeep Basu
2021 J jnl
Reinforced SVM method and memorization mechanisms.
Pattern Recognit.
Vladimir Vapnik, Rauf Izmailov
2020 — conf
Complete statistical theory of learning: learning using statistical invariants.
COPA
Vladimir Vapnik, Rauf Izmailov
2020 J jnl
Minimax Defense against Gradient-based Adversarial Attacks.
CoRR
Blerta Lindqvist, Rauf Izmailov
2019 J jnl
A Random Subspace Technique That Is Resistant to a Limited Number of Features Corrupted by an Adversary.
CoRR
Chris Mesterharm, Rauf Izmailov, Scott Alexander, Simon Tsang
2019 J jnl
Membership Model Inversion Attacks for Deep Networks.
CoRR
Samyadeep Basu, Rauf Izmailov, Chris Mesterharm
2019 J jnl
Privacy Leakage Avoidance with Switching Ensembles.
CoRR
Rauf Izmailov, Peter Lin, Chris Mesterharm, Samyadeep Basu
2019 J jnl
Rethinking statistical learning theory: learning using statistical invariants.
Mach. Learn.
Vladimir Vapnik, Rauf Izmailov
2018 J jnl
AutoGAN: Robust Classifier Against Adversarial Attacks.
CoRR
Blerta Lindqvist, Shridatt Sugrim, Rauf Izmailov
2018 A conf
Detection under Privileged Information.
AsiaCCS
Z. Berkay Celik, Patrick D. McDaniel, Rauf Izmailov, Nicolas Papernot, Ryan Sheatsley, Raquel Alvarez, Ananthram Swami
2018 — conf
Enablers of Adversarial Attacks in Machine Learning.
MILCOM
Rauf Izmailov, Shridatt Sugrim, Ritu Chadha, Patrick D. McDaniel, Ananthram Swami
2018 — conf
On Detecting Manifestation of Adversary Characteristics.
MILCOM
Sridhar Venkatesan, Shridatt Sugrim, Rauf Izmailov, Cho-Yu Jason Chiang, Ritu Chadha, Bharat Doshi, Blaine Hoffman, E. Allison Newcomb, Norbou Buchler
2017 B conf
Application of Learning Using Privileged Information(LUPI): Botnet Detection.
ICCCN
Angelo Sapello, Constantin Serban, Ritu Chadha, Rauf Izmailov
2017 — conf
Feature Cultivation in Privileged Information-augmented Detection.
IWSPA@CODASPY
Z. Berkay Celik, Patrick D. McDaniel, Rauf Izmailov
2017 — conf
Feature Selection in Learning Using Privileged Information.
ICDM Workshops
Rauf Izmailov, Blerta Lindqvist, Peter Lin
2017 J jnl
Knowledge transfer in SVM and neural networks.
Ann. Math. Artif. Intell.
Vladimir Vapnik, Rauf Izmailov
2016 J jnl
Building Better Detection with Privileged Information.
CoRR
Z. Berkay Celik, Patrick D. McDaniel, Rauf Izmailov, Nicolas Papernot, Ananthram Swami
2016 C conf
Fusion of privileged features for efficient classifier training.
FUSION
Roman Ilin, Rauf Izmailov, Yuri Goncharov, Simon Streltsov
2016 — conf
Learning with Intelligent Teacher.
COPA
Vladimir Vapnik, Rauf Izmailov
2016 J jnl
Synergy of Monotonic Rules.
J. Mach. Learn. Res.
Vladimir Vapnik, Rauf Izmailov
2015 — conf
Application of multi-scale singular vector decomposition to vessel classification in overhead satellite imagery.
ICDIP
Rauf Izmailov, Devasis Bassu, Allen McIntosh, Linda Ness, David Shallcross
2015 J jnl
Constructive setting for problems of density ratio estimation.
Stat. Anal. Data Min.
Vladimir Vapnik, Igor Braga, Rauf Izmailov
2015 J jnl
Learning using privileged information: similarity control and knowledge transfer.
J. Mach. Learn. Res.
Vladimir Vapnik, Rauf Izmailov
2015 — conf
Learning with Intelligent Teacher: Similarity Control and Knowledge Transfer - In memory of Alexey Chervonenkis.
SLDS
Vladimir Vapnik, Rauf Izmailov
2015 B conf
Multi-scale local shape analysis and feature selection in machine learning applications.
IJCNN
Paul Bendich, Ellen Gasparovic, John Harer, Rauf Izmailov, Linda Ness
2015 — conf
Statistical Inference Problems and Their Rigorous Solutions - In memory of Alexey Chervonenkis.
SLDS
Vladimir Vapnik, Rauf Izmailov
2015 J jnl
V-matrix method of solving statistical inference problems.
J. Mach. Learn. Res.
Vladimir Vapnik, Rauf Izmailov
2014 A conf
A Constructive Setting for the Problem of Density Ratio Estimation.
SDM
Vladimir Vapnik, Igor Braga, Rauf Izmailov
2014 J jnl
Learning with Privileged Information for Improved Target Classification.
Int. J. Monit. Surveillance Technol. Res.
Roman Ilin, Simon Streltsov, Rauf Izmailov
2014 J jnl
Multi-Scale Local Shape Analysis and Feature Selection in Machine Learning Applications.
CoRR
Paul Bendich, Ellen Gasparovic, John Harer, Rauf Izmailov, Linda Ness
2013 B conf
Multidimensional splines with infinite number of knots as SVM kernels.
IJCNN
Rauf Izmailov, Vladimir Vapnik, Akshay Vashist
2012 — conf
Centralized multi-scale singular value decomposition for feature construction in LIDAR image classification problems.
AIPR
Devasis Bassu, Rauf Izmailov, Allen McIntosh, Linda Ness, David Shallcross
2012 B conf
Towards network invariant fault diagnosis in MANETs via statistical modeling: The global strength of local weak decisions.
NOMS
Akshay Vashist, Rauf Izmailov, Kyriakos Manousakis, Ritu Chadha, C. Jason Chiang, Constantin Serban, Syeed E. Ali
2010 — conf
SMO-Style Algorithms for Learning Using Privileged Information.
DMIN
Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vladimir Vapnik
2008 — conf
Optimal Load Balancing in Publish/Subscribe Broker Networks Using Active Workload Management.
ICC
Hui Zhang, Samrat Ganguly, Sudeept Bhatnagar, Rauf Izmailov, Abhishek B. Sharma
2007 — conf
RFInD: An RFID-Based System to Manage Virtual Spaces.
PerCom Workshops
Akhilesh Saxena, Samrat Ganguly, Sudeept Bhatnagar, Rauf Izmailov
2007 — conf
Real-time Application Monitoring and Diagnosis for Service Hosting Platforms of Black Boxes.
Integrated Network Management
Huadong Liu, Hui Zhang, Rauf Izmailov, Guofei Jiang, Xiaoqiao Meng
2006 A* conf
A Fast Content-Based Data Distribution Infrastructure.
INFOCOM
Samrat Ganguly, Sudeept Bhatnagar, Akhilesh Saxena, Rauf Izmailov, Suman Banerjee
2006 — conf
Design of IEEE 802.16-based multi-hop wireless backhaul networks.
AccessNets
Sudeept Bhatnagar, Samrat Ganguly, Rauf Izmailov
2006 — conf
Efficient Query Subscription Processing for Prospective Search Engines.
USENIX ATC, General Track
Utku Irmak, Svilen Mihaylov, Torsten Suel, Samrat Ganguly, Rauf Izmailov
2006 A* conf
Efficient query subscription processing for prospective search engines.
WWW
Utku Irmak, Svilen Mihaylov, Torsten Suel, Samrat Ganguly, Rauf Izmailov
2006 — conf
Impact of Network-Awareness on Profile Migration.
ICDE Workshops
Sudeept Bhatnagar, Samrat Ganguly, Rauf Izmailov
2006 — conf
Improving R-Score of VoIP Streams over WiMax.
ICC
Shamik Sengupta, Mainak Chatterjee, Samrat Ganguly, Rauf Izmailov
2006 Misc conf
Minimizing Metadata Access Latency in Wide Area Networked File Systems.
HiPC
Jian Liang, Aniruddha Bohra, Hui Zhang, Samrat Ganguly, Rauf Izmailov
2006 J jnl
Non-Real-Time Content Scheduling Algorithms for Wireless Data Networks.
IEEE Trans. Computers
Samrat Ganguly, Mainak Chatterjee, Rauf Izmailov
2006 — conf
On Packet Aggregation Mechanisms for Improving VoIP Quality in Mesh Networks.
VTC Spring
Kyungtae Kim, Samrat Ganguly, Rauf Izmailov, Sangjin Hong
2006 — conf
Peer-to-peer streaming of stored media: the indirect approach.
SIGMETRICS/Performance
Tadeusz Piotrowski, Suman Banerjee, Sudeept Bhatnagar, Samrat Ganguly, Rauf Izmailov
2006 J jnl
Performance Optimizations for Deploying VoIP Services in Mesh Networks.
IEEE J. Sel. Areas Commun.
Samrat Ganguly, Vishnu Navda, Kyungtae Kim, Anand Kashyap, Dragos Niculescu, Rauf Izmailov, Sangjin Hong, Samir R. Das
2006 A* conf
Performance of VoIP in a 802.11 Wireless Mesh Network.
INFOCOM
Dragos Niculescu, Samrat Ganguly, Kyungtae Kim, Rauf Izmailov
2006 B conf
Real-time Video Stream Aggregation in Wireless Mesh Network.
PIMRC
Vishnu Navda, Anand Kashyap, Samrat Ganguly, Rauf Izmailov
2005 C conf
Exploiting MAC Flexibility in WiMAX for Media Streaming.
WOWMOM
Shamik Sengupta, Mainak Chatterjee, Samrat Ganguly, Rauf Izmailov
2005 A* conf
Fast replication in content distribution overlays.
INFOCOM
Samrat Ganguly, Akhilesh Saxena, Sudeept Bhatnagar, Rauf Izmailov, Suman Banerjee
2005 B conf
WRN: improving system performance in 3G networks through fixed multi-hop relay nodes.
WCNC
Shamik Sengupta, Mainak Chatterjee, Samrat Ganguly, Rauf Izmailov
2004 B conf
Ad hoc relay network planning for improving cellular data coverage.
PIMRC
Hung-Yu Wei, Samrat Ganguly, Rauf Izmailov
2004 B conf
Channel-aware soft bandwidth guarantee scheduling for wireless packet access.
WCNC
Hung-Yu Wei, Rauf Izmailov
2004 J jnl
Coarse-grain replica management strategies for dynamic replication of Web contents.
Comput. Networks
Norihito Fujita, Yuichi Ishikawa, Atsushi Iwata, Rauf Izmailov
2004 B conf
Non-real time content scheduling in wireless data networks.
PIMRC
Samrat Ganguly, Nan Tu, Mainak Chatterjee, Rauf Izmailov
2004 — conf
Waveband routing and merging in hybrid optical networks.
ICC
Samrat Ganguly, Nan Tu, Rauf Izmailov, Hussein T. Mouftah
2003 A* conf
Non-Uniform Waveband Hierarchy in Hybrid Optical Networks.
INFOCOM
Rauf Izmailov, Samrat Ganguly, Viktor Kleptsyn, Aikaterini Varsou
2003 B conf
Non-cooperative edge-assisted route adaptation of aggregated traffic.
GLOBECOM
Samrat Ganguly, Rauf Izmailov
2002 B conf
Coarse-grain dynamic replication schemes for scalable content delivery networks.
GLOBECOM
Norihito Fujita, Nobuyuki Enomoto, Atsushi Iwata, Rauf Izmailov
2002 — conf
Hierarchical routing in layered ring and mesh optical networks.
ICC
Yoshihiko Suemura, Itaru Nishioka, Yoshiharu Maeno, Soichiro Araki, Rauf Izmailov, Samrat Ganguly
2002 J jnl
Hybrid hierarchical optical networks.
IEEE Commun. Mag.
Rauf Izmailov, Samrat Ganguly, Ting Wang, Yoshihiko Suemura, Yoshiharu Maeno, Soichiro Araki
2002 — conf
Path provisioning for service level agreements in Differentiated Services networks.
ICC
Subir K. Biswas, Samrat Ganguly, Rauf Izmailov
2001 J jnl
The JOURNEY active network model.
IEEE J. Sel. Areas Commun.
Max Ott, Girish Welling, Saurabh Mathur, Daniel Reininger, Rauf Izmailov
2000 B conf
A QoS-aware routing framework for PIM-SM based IP-multicast.
GLOBECOM
Subir K. Biswas, Rauf Izmailov
2000 J jnl
ATM Routing Algorithms for Multimedia Traffic in Private ATM Networks.
J. Heuristics
Rauf Izmailov, Atsushi Iwata, Bhaskar Sengupta
2000 J jnl
Connection splitting: an efficient way of reducing call blocking in ATM.
IEEE/ACM Trans. Netw.
Subir K. Biswas, Rauf Izmailov, Bhaskar Sengupta
2000 J jnl
Design of a fair bandwidth allocation policy for VBR traffic in ATM networks.
IEEE/ACM Trans. Netw.
Subir K. Biswas, Rauf Izmailov
1999 B conf
Admission and bandwidth allocation for soft-QoS guarantees in mobile multimedia networks.
WCNC
Daniel Reininger, Rauf Izmailov
1999 J jnl
Soft QoS control in the WATMnet broadband wireless system.
IEEE Wirel. Commun.
Daniel Reininger, Rauf Izmailov, Bala Rajagopalan, Maximilian Ott, Dipankar Raychaudhuri
1998 C conf
Adaptive rate-based feedback flow control algorithms-extensions to multicast connections.
ISCC
Huayan Amy Wang, Rauf Izmailov, Mischa Schwartz
1998 — conf
QOS aggregation algorithms in hierarchical ATM networks.
ICC
Atsushi Iwata, Hiroshi Suzuki, Rauf Izmailov, Bhaskar Sengupta
1997 J jnl
Design and analysis of a congestion-free overlay on a high-speed network.
IEEE/ACM Trans. Netw.
Rauf Izmailov, Duan-Shin Lee, Bhaskar Sengupta
1996 J jnl
Visualization of polynomials.
Comput. Graph.
Rauf Izmailov, Alexei Pokrovskii, Alexander S. Vladimirov
1995 J jnl
Adaptive feedback control algorithms for large data transfers in high-speed networks.
IEEE Trans. Autom. Control.
Rauf Izmailov
1993 J jnl
Dimension of aliasing structures.
Comput. Graph.
Rauf Izmailov, Alexander S. Vladimirov
1993 J jnl
On the projection algorithm and delay of peaking in adaptive control.
IEEE Trans. Autom. Control.
Bernard Delyon, Rauf Izmailov, Anatoli B. Juditsky
1993 A* conf
Priority Statistical Multiplexing of Mixed VBR Video and CBR Traffic in B-ISDN/ATM With a Threshold Algorithm.
INFOCOM
Rauf Izmailov, Ender Ayanoglu