Priority Statistical Multiplexing of Mixed VBR Video and CBR Traffic in B-ISDN/ATM With a Threshold Algorithm. - Rauf Izmailov; Ender Ayanoglu (INFOCOM, 1993)

Dimension of aliasing structures. - Rauf Izmailov; Alexander S. Vladimirov (Comput. Graph., 1993)

On the projection algorithm and delay of peaking in adaptive control. - Bernard Delyon; Rauf Izmailov; Anatoli B. Juditsky (IEEE Trans. Autom. Control., 1993)

Adaptive feedback control algorithms for large data transfers in high-speed networks. - Rauf Izmailov (IEEE Trans. Autom. Control., 1995)

Visualization of polynomials. - Rauf Izmailov; Alexei Pokrovskii; Alexander S. Vladimirov (Comput. Graph., 1996)

Design and analysis of a congestion-free overlay on a high-speed network. - Rauf Izmailov; Duan-Shin Lee; Bhaskar Sengupta (IEEE/ACM Trans. Netw., 1997)

QOS aggregation algorithms in hierarchical ATM networks. - Atsushi Iwata; Hiroshi Suzuki; Rauf Izmailov; Bhaskar Sengupta (ICC, 1998)

Adaptive rate-based feedback flow control algorithms-extensions to multicast connections. - Huayan Amy Wang; Rauf Izmailov; Mischa Schwartz (ISCC, 1998)

Admission and bandwidth allocation for soft-QoS guarantees in mobile multimedia networks. - Daniel Reininger; Rauf Izmailov (WCNC, 1999)

Soft QoS control in the WATMnet broadband wireless system. - Daniel Reininger; Rauf Izmailov; Bala Rajagopalan; Maximilian Ott; Dipankar Raychaudhuri (IEEE Wirel. Commun., 1999)

A QoS-aware routing framework for PIM-SM based IP-multicast. - Subir K. Biswas; Rauf Izmailov (GLOBECOM, 2000)

ATM Routing Algorithms for Multimedia Traffic in Private ATM Networks. - Rauf Izmailov; Atsushi Iwata; Bhaskar Sengupta (J. Heuristics, 2000)

Design of a fair bandwidth allocation policy for VBR traffic in ATM networks. - Subir K. Biswas; Rauf Izmailov (IEEE/ACM Trans. Netw., 2000)

Connection splitting: an efficient way of reducing call blocking in ATM. - Subir K. Biswas; Rauf Izmailov; Bhaskar Sengupta (IEEE/ACM Trans. Netw., 2000)

The JOURNEY active network model. - Max Ott; Girish Welling; Saurabh Mathur; Daniel Reininger; Rauf Izmailov (IEEE J. Sel. Areas Commun., 2001)

Coarse-grain dynamic replication schemes for scalable content delivery networks. - Norihito Fujita; Nobuyuki Enomoto; Atsushi Iwata; Rauf Izmailov (GLOBECOM, 2002)

Path provisioning for service level agreements in Differentiated Services networks. - Subir K. Biswas; Samrat Ganguly; Rauf Izmailov (ICC, 2002)

Hierarchical routing in layered ring and mesh optical networks. - Yoshihiko Suemura; Itaru Nishioka; Yoshiharu Maeno; Soichiro Araki; Rauf Izmailov; Samrat Ganguly (ICC, 2002)

Hybrid hierarchical optical networks. - Rauf Izmailov; Samrat Ganguly; Ting Wang; Yoshihiko Suemura; Yoshiharu Maeno; Soichiro Araki (IEEE Commun. Mag., 2002)

Non-cooperative edge-assisted route adaptation of aggregated traffic. - Samrat Ganguly; Rauf Izmailov (GLOBECOM, 2003)

Non-Uniform Waveband Hierarchy in Hybrid Optical Networks. - Rauf Izmailov; Samrat Ganguly; Viktor Kleptsyn; Aikaterini Varsou (INFOCOM, 2003)

Waveband routing and merging in hybrid optical networks. - Samrat Ganguly; Nan Tu; Rauf Izmailov; Hussein T. Mouftah (ICC, 2004)

Non-real time content scheduling in wireless data networks. - Samrat Ganguly; Nan Tu; Mainak Chatterjee; Rauf Izmailov (PIMRC, 2004)

Ad hoc relay network planning for improving cellular data coverage. - Hung-Yu Wei 001; Samrat Ganguly; Rauf Izmailov (PIMRC, 2004)

Channel-aware soft bandwidth guarantee scheduling for wireless packet access. - Hung-Yu Wei 001; Rauf Izmailov (WCNC, 2004)

Coarse-grain replica management strategies for dynamic replication of Web contents. - Norihito Fujita; Yuichi Ishikawa; Atsushi Iwata; Rauf Izmailov (Comput. Networks, 2004)

Fast replication in content distribution overlays. - Samrat Ganguly; Akhilesh Saxena; Sudeept Bhatnagar; Rauf Izmailov; Suman Banerjee 001 (INFOCOM, 2005)

WRN: improving system performance in 3G networks through fixed multi-hop relay nodes. - Shamik Sengupta; Mainak Chatterjee; Samrat Ganguly; Rauf Izmailov (WCNC, 2005)

Exploiting MAC Flexibility in WiMAX for Media Streaming. - Shamik Sengupta; Mainak Chatterjee; Samrat Ganguly; Rauf Izmailov (WOWMOM, 2005)

Design of IEEE 802.16-based multi-hop wireless backhaul networks. - Sudeept Bhatnagar; Samrat Ganguly; Rauf Izmailov (AccessNets, 2006)

Minimizing Metadata Access Latency in Wide Area Networked File Systems. - Jian Liang; Aniruddha Bohra; Hui Zhang 002; Samrat Ganguly; Rauf Izmailov (HiPC, 2006)

Improving R-Score of VoIP Streams over WiMax. - Shamik Sengupta; Mainak Chatterjee; Samrat Ganguly; Rauf Izmailov (ICC, 2006)

Impact of Network-Awareness on Profile Migration. - Sudeept Bhatnagar; Samrat Ganguly; Rauf Izmailov (ICDE Workshops, 2006)

A Fast Content-Based Data Distribution Infrastructure. - Samrat Ganguly; Sudeept Bhatnagar; Akhilesh Saxena; Rauf Izmailov; Suman Banerjee 001 (INFOCOM, 2006)

Performance of VoIP in a 802.11 Wireless Mesh Network. - Dragos Niculescu; Samrat Ganguly; Kyungtae Kim; Rauf Izmailov (INFOCOM, 2006)

Real-time Video Stream Aggregation in Wireless Mesh Network. - Vishnu Navda; Anand Kashyap; Samrat Ganguly; Rauf Izmailov (PIMRC, 2006)

Peer-to-peer streaming of stored media: the indirect approach. - Tadeusz Piotrowski; Suman Banerjee 001; Sudeept Bhatnagar; Samrat Ganguly; Rauf Izmailov (SIGMETRICS/Performance, 2006)

On Packet Aggregation Mechanisms for Improving VoIP Quality in Mesh Networks. - Kyungtae Kim; Samrat Ganguly; Rauf Izmailov; Sangjin Hong (VTC Spring, 2006)

Efficient query subscription processing for prospective search engines. - Utku Irmak; Svilen Mihaylov; Torsten Suel; Samrat Ganguly; Rauf Izmailov (WWW, 2006)

Performance Optimizations for Deploying VoIP Services in Mesh Networks. - Samrat Ganguly; Vishnu Navda; Kyungtae Kim; Anand Kashyap; Dragos Niculescu; Rauf Izmailov; Sangjin Hong; Samir R. Das (IEEE J. Sel. Areas Commun., 2006)

Non-Real-Time Content Scheduling Algorithms for Wireless Data Networks. - Samrat Ganguly; Mainak Chatterjee; Rauf Izmailov (IEEE Trans. Computers, 2006)

Real-time Application Monitoring and Diagnosis for Service Hosting Platforms of Black Boxes. - Huadong Liu; Hui Zhang 002; Rauf Izmailov; Guofei Jiang; Xiaoqiao Meng (Integrated Network Management, 2007)

RFInD: An RFID-Based System to Manage Virtual Spaces. - Akhilesh Saxena; Samrat Ganguly; Sudeept Bhatnagar; Rauf Izmailov (PerCom Workshops, 2007)

Optimal Load Balancing in Publish/Subscribe Broker Networks Using Active Workload Management. - Hui Zhang 002; Samrat Ganguly; Sudeept Bhatnagar; Rauf Izmailov; Abhishek B. Sharma (ICC, 2008)

SMO-Style Algorithms for Learning Using Privileged Information. - Dmitry Pechyony; Rauf Izmailov; Akshay Vashist; Vladimir Vapnik (DMIN, 2010)

Centralized multi-scale singular value decomposition for feature construction in LIDAR image classification problems. - Devasis Bassu; Rauf Izmailov; Allen McIntosh; Linda Ness; David Shallcross (AIPR, 2012)

Towards network invariant fault diagnosis in MANETs via statistical modeling: The global strength of local weak decisions. - Akshay Vashist; Rauf Izmailov; Kyriakos Manousakis; Ritu Chadha; C. Jason Chiang; Constantin Serban; Syeed E. Ali (NOMS, 2012)

Multidimensional splines with infinite number of knots as SVM kernels. - Rauf Izmailov; Vladimir Vapnik; Akshay Vashist (IJCNN, 2013)

A Constructive Setting for the Problem of Density Ratio Estimation. - Vladimir Vapnik; Igor Braga; Rauf Izmailov (SDM, 2014)

Learning with Privileged Information for Improved Target Classification. - Roman Ilin; Simon Streltsov; Rauf Izmailov (Int. J. Monit. Surveillance Technol. Res., 2014)

Application of multi-scale singular vector decomposition to vessel classification in overhead satellite imagery. - Rauf Izmailov; Devasis Bassu; Allen McIntosh; Linda Ness; David Shallcross (ICDIP, 2015)

Multi-scale local shape analysis and feature selection in machine learning applications. - Paul Bendich; Ellen Gasparovic; John Harer; Rauf Izmailov; Linda Ness (IJCNN, 2015)

Learning with Intelligent Teacher: Similarity Control and Knowledge Transfer - In memory of Alexey Chervonenkis. - Vladimir Vapnik; Rauf Izmailov (SLDS, 2015)

Statistical Inference Problems and Their Rigorous Solutions - In memory of Alexey Chervonenkis. - Vladimir Vapnik; Rauf Izmailov (SLDS, 2015)

V-matrix method of solving statistical inference problems. - Vladimir Vapnik; Rauf Izmailov (J. Mach. Learn. Res., 2015)

Learning using privileged information: similarity control and knowledge transfer. - Vladimir Vapnik; Rauf Izmailov (J. Mach. Learn. Res., 2015)

Constructive setting for problems of density ratio estimation. - Vladimir Vapnik; Igor Braga; Rauf Izmailov (Stat. Anal. Data Min., 2015)

Learning with Intelligent Teacher. - Vladimir Vapnik; Rauf Izmailov (COPA, 2016)

Fusion of privileged features for efficient classifier training. - Roman Ilin; Rauf Izmailov; Yuri Goncharov; Simon Streltsov (FUSION, 2016)

Building Better Detection with Privileged Information. - Z. Berkay Celik; Patrick D. McDaniel; Rauf Izmailov; Nicolas Papernot; Ananthram Swami (CoRR, 2016)

Synergy of Monotonic Rules. - Vladimir Vapnik; Rauf Izmailov (J. Mach. Learn. Res., 2016)

Feature Cultivation in Privileged Information-augmented Detection. - Z. Berkay Celik; Patrick D. McDaniel; Rauf Izmailov (IWSPA@CODASPY, 2017)

Application of Learning Using Privileged Information(LUPI): Botnet Detection. - Angelo Sapello; Constantin Serban; Ritu Chadha; Rauf Izmailov (ICCCN, 2017)

Feature Selection in Learning Using Privileged Information. - Rauf Izmailov; Blerta Lindqvist; Peter Lin (ICDM Workshops, 2017)

Knowledge transfer in SVM and neural networks. - Vladimir Vapnik; Rauf Izmailov (Ann. Math. Artif. Intell., 2017)

Detection under Privileged Information. - Z. Berkay Celik; Patrick D. McDaniel; Rauf Izmailov; Nicolas Papernot; Ryan Sheatsley; Raquel Alvarez; Ananthram Swami (AsiaCCS, 2018)

Enablers of Adversarial Attacks in Machine Learning. - Rauf Izmailov; Shridatt Sugrim; Ritu Chadha; Patrick D. McDaniel; Ananthram Swami (MILCOM, 2018)

On Detecting Manifestation of Adversary Characteristics. - Sridhar Venkatesan; Shridatt Sugrim; Rauf Izmailov; Cho-Yu Jason Chiang; Ritu Chadha; Bharat Doshi; Blaine Hoffman; E. Allison Newcomb; Norbou Buchler (MILCOM, 2018)

AutoGAN: Robust Classifier Against Adversarial Attacks. - Blerta Lindqvist; Shridatt Sugrim; Rauf Izmailov (CoRR, 2018)

A Random Subspace Technique That Is Resistant to a Limited Number of Features Corrupted by an Adversary. - Chris Mesterharm; Rauf Izmailov; Scott Alexander; Simon Tsang (CoRR, 2019)

Membership Model Inversion Attacks for Deep Networks. - Samyadeep Basu; Rauf Izmailov; Chris Mesterharm (CoRR, 2019)

Rethinking statistical learning theory: learning using statistical invariants. - Vladimir Vapnik; Rauf Izmailov (Mach. Learn., 2019)

Complete statistical theory of learning: learning using statistical invariants. - Vladimir Vapnik; Rauf Izmailov (COPA, 2020)

Minimax Defense against Gradient-based Adversarial Attacks. - Blerta Lindqvist; Rauf Izmailov (CoRR, 2020)

Combinatorial Boosting of Classifiers for Moving Target Defense Against Adversarial Evasion Attacks. - Rauf Izmailov; Peter Lin; Sridhar Venkatesan; Shridatt Sugrim (MTD@CCS, 2021)

Privacy Leakage Avoidance with Switching Ensembles. - Rauf Izmailov; Peter Lin; Chris Mesterharm; Samyadeep Basu (MILCOM, 2021)

Combinatorial Boosting of Ensembles of Diversified Classifiers for Defense Against Evasion Attacks. - Rauf Izmailov; Peter Lin; Sridhar Venkatesan; Shridatt Sugrim (MILCOM, 2021)

Poisoning Attacks and Data Sanitization Mitigations for Machine Learning Models in Network Intrusion Detection Systems. - Sridhar Venkatesan; Harshvardhan Sikka; Rauf Izmailov; Ritu Chadha; Alina Oprea; Michael J. De Lucia (MILCOM, 2021)

Reinforced SVM method and memorization mechanisms. - Vladimir Vapnik; Rauf Izmailov (Pattern Recognit., 2021)

Data Sanitization Approach to Mitigate Clean-Label Attacks Against Malware Detection Systems. - Samson Ho; Achyut Reddy; Sridhar Venkatesan; Rauf Izmailov; Ritu Chadha; Alina Oprea (MILCOM, 2022)

An Improved Nested Training Approach to Mitigate Clean-label Attacks against Malware Classifiers. - Achyut Reddy; Sridhar Venkatesan; Rauf Izmailov; Alina Oprea (MILCOM, 2023)

Data-Driven Constraint Mining for Realizable Adversarial Samples. - Bleema Rosenfeld; Sridhar Venkatesan; Rauf Izmailov; Matthew Yudin; Constantin Serban; Ritu Chadha (MILCOM, 2023)

DUBIOUS: Detecting Unknown Backdoored Input by Observing Unusual Signatures. - Matthew Yudin; Rauf Izmailov (MILCOM, 2023)

DBMAP: Detecting Backdoors via Modality-Agnostic Perturbations. - Matthew Yudin; Rauf Izmailov (MILCOM, 2024)

Backdoor Attacks During Retraining of Machine Learning Models: A Mitigation Approach. - Matthew Yudin; Achyut Reddy; Sridhar Venkatesan; Rauf Izmailov (SECRYPT, 2024)

Model-agnostic clean-label backdoor mitigation in cybersecurity environments. - Giorgio Severi; Simona Boboila; John T. Holodnak; Kendra Kratkiewicz; Rauf Izmailov; Alina Oprea (CoRR, 2024)

Trojan Detection Through Pattern Recognition for Large Language Models. - Vedant Bhasin; Matthew Yudin; Razvan Stefanescu; Rauf Izmailov (CoRR, 2025)