Rauf Izmailov

According to our database, Rauf Izmailov authored at least 85 papers between 1993 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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

Backdoor Attacks During Retraining of Machine Learning Models: A Mitigation Approach.

Matthew Yudin, Achyut Reddy, Sridhar Venkatesan, Rauf Izmailov

Proceedings of the 21st International Conference on Security and Cryptography, 2024

2023

DUBIOUS: Detecting Unknown Backdoored Input by Observing Unusual Signatures.

Matthew Yudin, Rauf Izmailov

Proceedings of the IEEE Military Communications Conference, 2023

Data-Driven Constraint Mining for Realizable Adversarial Samples.

Bleema Rosenfeld, Sridhar Venkatesan, Rauf Izmailov, Matthew Yudin, Constantin Serban, Ritu Chadha

Proceedings of the IEEE Military Communications Conference, 2023

An Improved Nested Training Approach to Mitigate Clean-label Attacks against Malware Classifiers.

Achyut Reddy, Sridhar Venkatesan, Rauf Izmailov, Alina Oprea

Proceedings of the IEEE Military Communications Conference, 2023

2022

Data Sanitization Approach to Mitigate Clean-Label Attacks Against Malware Detection Systems.

Samson Ho, Achyut Reddy, Sridhar Venkatesan, Rauf Izmailov, Ritu Chadha, Alina Oprea

Proceedings of the IEEE Military Communications Conference, 2022

2021

Reinforced SVM method and memorization mechanisms.

Vladimir Vapnik, Rauf Izmailov

Pattern Recognit., 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

Proceedings of the 2021 IEEE Military Communications Conference, 2021

Combinatorial Boosting of Ensembles of Diversified Classifiers for Defense Against Evasion Attacks.

Rauf Izmailov, Peter Lin, Sridhar Venkatesan, Shridatt Sugrim

Proceedings of the 2021 IEEE Military Communications Conference, 2021

Privacy Leakage Avoidance with Switching Ensembles.

Rauf Izmailov, Peter Lin, Chris Mesterharm, Samyadeep Basu

Proceedings of the 2021 IEEE Military Communications Conference, 2021

Combinatorial Boosting of Classifiers for Moving Target Defense Against Adversarial Evasion Attacks.

Rauf Izmailov, Peter Lin, Sridhar Venkatesan, Shridatt Sugrim

Proceedings of the MTD@CCS 2021: Proceedings of the 8th ACM Workshop on Moving Target Defense, 2021

2020

Minimax Defense against Gradient-based Adversarial Attacks.

Blerta Lindqvist, Rauf Izmailov

CoRR, 2020

Complete statistical theory of learning: learning using statistical invariants.

Vladimir Vapnik, Rauf Izmailov

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2020

2019

Rethinking statistical learning theory: learning using statistical invariants.

Vladimir Vapnik, Rauf Izmailov

Mach. Learn., 2019

Membership Model Inversion Attacks for Deep Networks.

Samyadeep Basu, Rauf Izmailov, Chris Mesterharm

CoRR, 2019

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

2018

AutoGAN: Robust Classifier Against Adversarial Attacks.

Blerta Lindqvist, Shridatt Sugrim, Rauf Izmailov

CoRR, 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

Proceedings of the 2018 IEEE Military Communications Conference, 2018

Enablers of Adversarial Attacks in Machine Learning.

Rauf Izmailov, Shridatt Sugrim, Ritu Chadha, Patrick D. McDaniel, Ananthram Swami

Proceedings of the 2018 IEEE Military Communications Conference, 2018

Detection under Privileged Information.

Z. Berkay Celik, Patrick D. McDaniel, Rauf Izmailov, Nicolas Papernot, Ryan Sheatsley, Raquel Alvarez, Ananthram Swami

Proceedings of the 2018 on Asia Conference on Computer and Communications Security, 2018

2017

Knowledge transfer in SVM and neural networks.

Vladimir Vapnik, Rauf Izmailov

Ann. Math. Artif. Intell., 2017

Feature Selection in Learning Using Privileged Information.

Rauf Izmailov, Blerta Lindqvist, Peter Lin

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Application of Learning Using Privileged Information(LUPI): Botnet Detection.

Angelo Sapello, Constantin Serban, Ritu Chadha, Rauf Izmailov

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

Feature Cultivation in Privileged Information-augmented Detection.

Z. Berkay Celik, Patrick D. McDaniel, Rauf Izmailov

Proceedings of the 3rd ACM on International Workshop on Security And Privacy Analytics, 2017

2016

Synergy of Monotonic Rules.

Vladimir Vapnik, Rauf Izmailov

J. Mach. Learn. Res., 2016

Building Better Detection with Privileged Information.

Z. Berkay Celik, Patrick D. McDaniel, Rauf Izmailov, Nicolas Papernot, Ananthram Swami

CoRR, 2016

Fusion of privileged features for efficient classifier training.

Roman Ilin, Rauf Izmailov, Yuri Goncharov, Simon Streltsov

Proceedings of the 19th International Conference on Information Fusion, 2016

Learning with Intelligent Teacher.

Vladimir Vapnik, Rauf Izmailov

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2016

2015

Constructive setting for problems of density ratio estimation.

Vladimir Vapnik, Igor Braga, Rauf Izmailov

Stat. Anal. Data Min., 2015

Learning using privileged information: similarity control and knowledge transfer.

Vladimir Vapnik, Rauf Izmailov

J. Mach. Learn. Res., 2015

V-matrix method of solving statistical inference problems.

Vladimir Vapnik, Rauf Izmailov

J. Mach. Learn. Res., 2015

Statistical Inference Problems and Their Rigorous Solutions - In memory of Alexey Chervonenkis.

Vladimir Vapnik, Rauf Izmailov

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Learning with Intelligent Teacher: Similarity Control and Knowledge Transfer - In memory of Alexey Chervonenkis.

Vladimir Vapnik, Rauf Izmailov

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Multi-scale local shape analysis and feature selection in machine learning applications.

Paul Bendich, Ellen Gasparovic, John Harer, Rauf Izmailov, Linda Ness

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Application of multi-scale singular vector decomposition to vessel classification in overhead satellite imagery.

Rauf Izmailov, Devasis Bassu, Allen McIntosh, Linda Ness, David Shallcross

Proceedings of the Seventh International Conference on Digital Image Processing, 2015

2014

Learning with Privileged Information for Improved Target Classification.

Roman Ilin, Simon Streltsov, Rauf Izmailov

Int. J. Monit. Surveillance Technol. Res., 2014

A Constructive Setting for the Problem of Density Ratio Estimation.

Vladimir Vapnik, Igor Braga, Rauf Izmailov

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2013

Multidimensional splines with infinite number of knots as SVM kernels.

Rauf Izmailov, Vladimir Vapnik, Akshay Vashist

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

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

Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Centralized multi-scale singular value decomposition for feature construction in LIDAR image classification problems.

Devasis Bassu, Rauf Izmailov, Allen McIntosh, Linda Ness, David Shallcross

Proceedings of the 2012 IEEE Applied Imagery Pattern Recognition Workshop, 2012

2010

SMO-Style Algorithms for Learning Using Privileged Information.

Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vladimir Vapnik

Proceedings of The 2010 International Conference on Data Mining, 2010

2008

Optimal Load Balancing in Publish/Subscribe Broker Networks Using Active Workload Management.

Hui Zhang, Samrat Ganguly, Sudeept Bhatnagar, Rauf Izmailov, Abhishek B. Sharma

Proceedings of IEEE International Conference on Communications, 2008

2007

RFInD: An RFID-Based System to Manage Virtual Spaces.

Akhilesh Saxena, Samrat Ganguly, Sudeept Bhatnagar, Rauf Izmailov

Proceedings of the Fifth Annual IEEE International Conference on Pervasive Computing and Communications, 2007

Real-time Application Monitoring and Diagnosis for Service Hosting Platforms of Black Boxes.

Huadong Liu, Hui Zhang, Rauf Izmailov, Guofei Jiang, Xiaoqiao Meng

Proceedings of the Integrated Network Management, 2007

2006

Non-Real-Time Content Scheduling Algorithms for Wireless Data Networks.

Samrat Ganguly, Mainak Chatterjee, Rauf Izmailov

IEEE Trans. Computers, 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

Efficient query subscription processing for prospective search engines.

Utku Irmak, Svilen Mihaylov, Torsten Suel, Samrat Ganguly, Rauf Izmailov

Proceedings of the 15th international conference on World Wide Web, 2006

On Packet Aggregation Mechanisms for Improving VoIP Quality in Mesh Networks.

Kyungtae Kim, Samrat Ganguly, Rauf Izmailov, Sangjin Hong

Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Peer-to-peer streaming of stored media: the indirect approach.

Tadeusz Piotrowski, Suman Banerjee, Sudeept Bhatnagar, Samrat Ganguly, Rauf Izmailov

Proceedings of the Joint International Conference on Measurement and Modeling of Computer Systems, 2006

Real-time Video Stream Aggregation in Wireless Mesh Network.

Vishnu Navda, Anand Kashyap, Samrat Ganguly, Rauf Izmailov

Proceedings of the IEEE 17th International Symposium on Personal, 2006

Performance of VoIP in a 802.11 Wireless Mesh Network.

Dragos Niculescu, Samrat Ganguly, Kyungtae Kim, Rauf Izmailov

Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

A Fast Content-Based Data Distribution Infrastructure.

Samrat Ganguly, Sudeept Bhatnagar, Akhilesh Saxena, Rauf Izmailov, Suman Banerjee

Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Impact of Network-Awareness on Profile Migration.

Sudeept Bhatnagar, Samrat Ganguly, Rauf Izmailov

Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

Improving R-Score of VoIP Streams over WiMax.

Shamik Sengupta, Mainak Chatterjee, Samrat Ganguly, Rauf Izmailov

Proceedings of IEEE International Conference on Communications, 2006

Minimizing Metadata Access Latency in Wide Area Networked File Systems.

Jian Liang, Aniruddha Bohra, Hui Zhang, Samrat Ganguly, Rauf Izmailov

Proceedings of the High Performance Computing, 2006

Design of IEEE 802.16-based multi-hop wireless backhaul networks.

Sudeept Bhatnagar, Samrat Ganguly, Rauf Izmailov

Proceedings of the 1st International ICST Conference on Access Networks, ACCESSNETS 2006, 2006

2005

Exploiting MAC Flexibility in WiMAX for Media Streaming.

Shamik Sengupta, Mainak Chatterjee, Samrat Ganguly, Rauf Izmailov

Proceedings of the 2005 International Conference on a World of Wireless, 2005

WRN: improving system performance in 3G networks through fixed multi-hop relay nodes.

Shamik Sengupta, Mainak Chatterjee, Samrat Ganguly, Rauf Izmailov

Proceedings of the IEEE Wireless Communications and Networking Conference, 2005

Fast replication in content distribution overlays.

Samrat Ganguly, Akhilesh Saxena, Sudeept Bhatnagar, Rauf Izmailov, Suman Banerjee

Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

2004

Coarse-grain replica management strategies for dynamic replication of Web contents.

Norihito Fujita, Yuichi Ishikawa, Atsushi Iwata, Rauf Izmailov

Comput. Networks, 2004

Channel-aware soft bandwidth guarantee scheduling for wireless packet access.

Hung-Yu Wei, Rauf Izmailov

Proceedings of the 2004 IEEE Wireless Communications and Networking Conference , 2004

Ad hoc relay network planning for improving cellular data coverage.

Hung-Yu Wei, Samrat Ganguly, Rauf Izmailov

Proceedings of the IEEE 15th International Symposium on Personal, 2004

Non-real time content scheduling in wireless data networks.

Samrat Ganguly, Nan Tu, Mainak Chatterjee, Rauf Izmailov

Proceedings of the IEEE 15th International Symposium on Personal, 2004

Waveband routing and merging in hybrid optical networks.

Samrat Ganguly, Nan Tu, Rauf Izmailov, Hussein T. Mouftah

Proceedings of IEEE International Conference on Communications, 2004

2003

Non-Uniform Waveband Hierarchy in Hybrid Optical Networks.

Rauf Izmailov, Samrat Ganguly, Viktor Kleptsyn, Aikaterini Varsou

Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Non-cooperative edge-assisted route adaptation of aggregated traffic.

Samrat Ganguly, Rauf Izmailov

Proceedings of the Global Telecommunications Conference, 2003

2002

Hybrid hierarchical optical networks.

Rauf Izmailov, Samrat Ganguly, Ting Wang, Yoshihiko Suemura, Yoshiharu Maeno, Soichiro Araki

IEEE Commun. Mag., 2002

Hierarchical routing in layered ring and mesh optical networks.

Yoshihiko Suemura, Itaru Nishioka, Yoshiharu Maeno, Soichiro Araki, Rauf Izmailov, Samrat Ganguly

Proceedings of the IEEE International Conference on Communications, 2002

Path provisioning for service level agreements in Differentiated Services networks.

Subir K. Biswas, Samrat Ganguly, Rauf Izmailov

Proceedings of the IEEE International Conference on Communications, 2002

Coarse-grain dynamic replication schemes for scalable content delivery networks.

Norihito Fujita, Nobuyuki Enomoto, Atsushi Iwata, Rauf Izmailov

Proceedings of the Global Telecommunications Conference, 2002

2001

The JOURNEY active network model.

Max Ott, Girish Welling, Saurabh Mathur, Daniel Reininger, Rauf Izmailov

IEEE J. Sel. Areas Commun., 2001

2000

Connection splitting: an efficient way of reducing call blocking in ATM.

Subir K. Biswas, Rauf Izmailov, Bhaskar Sengupta

IEEE/ACM Trans. Netw., 2000

Design of a fair bandwidth allocation policy for VBR traffic in ATM networks.

Subir K. Biswas, Rauf Izmailov

IEEE/ACM Trans. Netw., 2000

ATM Routing Algorithms for Multimedia Traffic in Private ATM Networks.

Rauf Izmailov, Atsushi Iwata, Bhaskar Sengupta

J. Heuristics, 2000

A QoS-aware routing framework for PIM-SM based IP-multicast.

Subir K. Biswas, Rauf Izmailov

Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000

1999

Soft QoS control in the WATMnet broadband wireless system.

Daniel Reininger, Rauf Izmailov, Bala Rajagopalan, Maximilian Ott, Dipankar Raychaudhuri

IEEE Wirel. Commun., 1999

Admission and bandwidth allocation for soft-QoS guarantees in mobile multimedia networks.

Daniel Reininger, Rauf Izmailov

Proceedings of the 1999 IEEE Wireless Communications and Networking Conference, 1999

1998

Adaptive rate-based feedback flow control algorithms-extensions to multicast connections.

Huayan Amy Wang, Rauf Izmailov, Mischa Schwartz

Proceedings of the Third IEEE Symposium on Computers and Communications (ISCC 1998), June 30, 1998

QOS aggregation algorithms in hierarchical ATM networks.

Atsushi Iwata, Hiroshi Suzuki, Rauf Izmailov, Bhaskar Sengupta

Proceedings of the 1998 IEEE International Conference on Communications, 1998

1997

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

1996

Visualization of polynomials.

Rauf Izmailov, Alexei Pokrovskii, Alexander S. Vladimirov

Comput. Graph., 1996

1995

Adaptive feedback control algorithms for large data transfers in high-speed networks.

Rauf Izmailov

IEEE Trans. Autom. Control., 1995

1993

On the projection algorithm and delay of peaking in adaptive control.

Bernard Delyon, Rauf Izmailov, Anatoli B. Juditsky

IEEE Trans. Autom. Control., 1993

Dimension of aliasing structures.

Rauf Izmailov, Alexander S. Vladimirov

Comput. Graph., 1993

Priority Statistical Multiplexing of Mixed VBR Video and CBR Traffic in B-ISDN/ATM With a Threshold Algorithm.

Rauf Izmailov, Ender Ayanoglu

Proceedings of the Proceedings IEEE INFOCOM '93, The Conference on Computer Communications, Twelfth Annual Joint Conference of the IEEE Computer and Communications Societies, Networking: Foundation for the Future, San Francisco, CA, USA, March 28, 1993