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Rauf Izmailov
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2020 – today
- 2024
- [c58]Matthew Yudin, Achyut Reddy, Sridhar Venkatesan, Rauf Izmailov:
Backdoor Attacks During Retraining of Machine Learning Models: A Mitigation Approach. SECRYPT 2024: 140-150 - [i8]Giorgio Severi, Simona Boboila, John T. Holodnak, Kendra Kratkiewicz, Rauf Izmailov, Alina Oprea:
Model-agnostic clean-label backdoor mitigation in cybersecurity environments. CoRR abs/2407.08159 (2024) - 2023
- [c57]Bleema Rosenfeld, Sridhar Venkatesan, Rauf Izmailov, Matthew Yudin, Constantin Serban, Ritu Chadha:
Data-Driven Constraint Mining for Realizable Adversarial Samples. MILCOM 2023: 7-12 - [c56]Matthew Yudin, Rauf Izmailov:
DUBIOUS: Detecting Unknown Backdoored Input by Observing Unusual Signatures. MILCOM 2023: 696-702 - [c55]Achyut Reddy, Sridhar Venkatesan, Rauf Izmailov, Alina Oprea:
An Improved Nested Training Approach to Mitigate Clean-label Attacks against Malware Classifiers. MILCOM 2023: 703-709 - 2022
- [c54]Samson Ho, Achyut Reddy, Sridhar Venkatesan, Rauf Izmailov, Ritu Chadha, Alina Oprea:
Data Sanitization Approach to Mitigate Clean-Label Attacks Against Malware Detection Systems. MILCOM 2022: 993-998 - 2021
- [j22]Vladimir Vapnik, Rauf Izmailov:
Reinforced SVM method and memorization mechanisms. Pattern Recognit. 119: 108018 (2021) - [c53]Rauf Izmailov, Peter Lin, Sridhar Venkatesan, Shridatt Sugrim:
Combinatorial Boosting of Classifiers for Moving Target Defense Against Adversarial Evasion Attacks. MTD@CCS 2021: 13-21 - [c52]Sridhar Venkatesan, Harshvardhan Sikka, Rauf Izmailov, Ritu Chadha, Alina Oprea, Michael J. De Lucia:
Poisoning Attacks and Data Sanitization Mitigations for Machine Learning Models in Network Intrusion Detection Systems. MILCOM 2021: 874-879 - [c51]Rauf Izmailov, Peter Lin, Sridhar Venkatesan, Shridatt Sugrim:
Combinatorial Boosting of Ensembles of Diversified Classifiers for Defense Against Evasion Attacks. MILCOM 2021: 880-885 - [c50]Rauf Izmailov, Peter Lin, Chris Mesterharm, Samyadeep Basu:
Privacy Leakage Avoidance with Switching Ensembles. MILCOM 2021: 981-986 - 2020
- [c49]Vladimir Vapnik, Rauf Izmailov:
Complete statistical theory of learning: learning using statistical invariants. COPA 2020: 4-40 - [i7]Blerta Lindqvist, Rauf Izmailov:
Minimax Defense against Gradient-based Adversarial Attacks. CoRR abs/2002.01256 (2020)
2010 – 2019
- 2019
- [j21]Vladimir Vapnik, Rauf Izmailov
:
Rethinking statistical learning theory: learning using statistical invariants. Mach. Learn. 108(3): 381-423 (2019) - [i6]Chris Mesterharm, Rauf Izmailov, Scott Alexander, Simon Tsang:
A Random Subspace Technique That Is Resistant to a Limited Number of Features Corrupted by an Adversary. CoRR abs/1902.07280 (2019) - [i5]Samyadeep Basu, Rauf Izmailov, Chris Mesterharm:
Membership Model Inversion Attacks for Deep Networks. CoRR abs/1910.04257 (2019) - [i4]Rauf Izmailov, Peter Lin, Chris Mesterharm, Samyadeep Basu:
Privacy Leakage Avoidance with Switching Ensembles. CoRR abs/1911.07921 (2019) - 2018
- [c48]Z. Berkay Celik, Patrick D. McDaniel, Rauf Izmailov, Nicolas Papernot, Ryan Sheatsley, Raquel Alvarez, Ananthram Swami:
Detection under Privileged Information. AsiaCCS 2018: 199-206 - [c47]Rauf Izmailov, Shridatt Sugrim, Ritu Chadha, Patrick D. McDaniel, Ananthram Swami:
Enablers of Adversarial Attacks in Machine Learning. MILCOM 2018: 425-430 - [c46]Sridhar Venkatesan, Shridatt Sugrim, Rauf Izmailov, Cho-Yu Jason Chiang, Ritu Chadha, Bharat Doshi, Blaine Hoffman, E. Allison Newcomb, Norbou Buchler:
On Detecting Manifestation of Adversary Characteristics. MILCOM 2018: 431-437 - [i3]Blerta Lindqvist, Shridatt Sugrim, Rauf Izmailov:
AutoGAN: Robust Classifier Against Adversarial Attacks. CoRR abs/1812.03405 (2018) - 2017
- [j20]Vladimir Vapnik, Rauf Izmailov
Knowledge transfer in SVM and neural networks. Ann. Math. Artif. Intell. 81(1-2): 3-19 (2017) - [c45]Z. Berkay Celik, Patrick D. McDaniel, Rauf Izmailov
Feature Cultivation in Privileged Information-augmented Detection. IWSPA@CODASPY 2017: 73-80 - [c44]Angelo Sapello, Constantin Serban, Ritu Chadha, Rauf Izmailov
Application of Learning Using Privileged Information(LUPI): Botnet Detection. ICCCN 2017: 1-8 - [c43]Rauf Izmailov, Blerta Lindqvist, Peter Lin:
Feature Selection in Learning Using Privileged Information. ICDM Workshops 2017: 957-963 - 2016
- [j19]Vladimir Vapnik, Rauf Izmailov:
Synergy of Monotonic Rules. J. Mach. Learn. Res. 17: 136:1-136:33 (2016) - [c42]Vladimir Vapnik, Rauf Izmailov
Learning with Intelligent Teacher. COPA 2016: 3-19 - [c41]Roman Ilin, Rauf Izmailov, Yuri Goncharov, Simon Streltsov:
Fusion of privileged features for efficient classifier training. FUSION 2016: 1382-1389 - [i2]Z. Berkay Celik, Patrick D. McDaniel, Rauf Izmailov, Nicolas Papernot, Ananthram Swami:
Building Better Detection with Privileged Information. CoRR abs/1603.09638 (2016) - 2015
- [j18]Vladimir Vapnik, Rauf Izmailov:
V-matrix method of solving statistical inference problems. J. Mach. Learn. Res. 16: 1683-1730 (2015) - [j17]Vladimir Vapnik, Rauf Izmailov:
Learning using privileged information: similarity control and knowledge transfer. J. Mach. Learn. Res. 16: 2023-2049 (2015) - [j16]Vladimir Vapnik, Igor Braga, Rauf Izmailov
Constructive setting for problems of density ratio estimation. Stat. Anal. Data Min. 8(3): 137-146 (2015) - [c40]Rauf Izmailov
Application of multi-scale singular vector decomposition to vessel classification in overhead satellite imagery. ICDIP 2015: 963108 - [c39]Paul Bendich, Ellen Gasparovic, John Harer, Rauf Izmailov
Multi-scale local shape analysis and feature selection in machine learning applications. IJCNN 2015: 1-8 - [c38]Vladimir Vapnik, Rauf Izmailov
Learning with Intelligent Teacher: Similarity Control and Knowledge Transfer - In memory of Alexey Chervonenkis. SLDS 2015: 3-32 - [c37]Vladimir Vapnik, Rauf Izmailov
Statistical Inference Problems and Their Rigorous Solutions - In memory of Alexey Chervonenkis. SLDS 2015: 33-71 - 2014
- [j15]Roman Ilin, Simon Streltsov, Rauf Izmailov:
Learning with Privileged Information for Improved Target Classification. Int. J. Monit. Surveillance Technol. Res. 2(3): 50-66 (2014) - [c36]Vladimir Vapnik, Igor Braga, Rauf Izmailov
A Constructive Setting for the Problem of Density Ratio Estimation. SDM 2014: 434-442 - [i1]Paul Bendich, Ellen Gasparovic, John Harer, Rauf Izmailov, Linda Ness:
Multi-Scale Local Shape Analysis and Feature Selection in Machine Learning Applications. CoRR abs/1410.3169 (2014) - 2013
- [c35]Rauf Izmailov
Multidimensional splines with infinite number of knots as SVM kernels. IJCNN 2013: 1-7 - 2012
- [c34]Devasis Bassu, Rauf Izmailov
Centralized multi-scale singular value decomposition for feature construction in LIDAR image classification problems. AIPR 2012: 1-6 - [c33]Akshay Vashist, Rauf Izmailov
Towards network invariant fault diagnosis in MANETs via statistical modeling: The global strength of local weak decisions. NOMS 2012: 981-987 - 2010
- [c32]Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vladimir Vapnik:
SMO-Style Algorithms for Learning Using Privileged Information. DMIN 2010: 235-241
2000 – 2009
- 2008
- [c31]Hui Zhang, Samrat Ganguly, Sudeept Bhatnagar, Rauf Izmailov, Abhishek B. Sharma:
Optimal Load Balancing in Publish/Subscribe Broker Networks Using Active Workload Management. ICC 2008: 5892-5896 - 2007
- [c30]Huadong Liu, Hui Zhang, Rauf Izmailov
Real-time Application Monitoring and Diagnosis for Service Hosting Platforms of Black Boxes. Integrated Network Management 2007: 216-225 - [c29]Akhilesh Saxena, Samrat Ganguly, Sudeept Bhatnagar, Rauf Izmailov
RFInD: An RFID-Based System to Manage Virtual Spaces. PerCom Workshops 2007: 382-387 - 2006
- [j14]Samrat Ganguly, Vishnu Navda, Kyungtae Kim, Anand Kashyap, Dragos Niculescu
Performance Optimizations for Deploying VoIP Services in Mesh Networks. IEEE J. Sel. Areas Commun. 24(11): 2147-2158 (2006) - [j13]Samrat Ganguly, Mainak Chatterjee, Rauf Izmailov
Non-Real-Time Content Scheduling Algorithms for Wireless Data Networks. IEEE Trans. Computers 55(7): 893-905 (2006) - [c28]Sudeept Bhatnagar, Samrat Ganguly, Rauf Izmailov
Design of IEEE 802.16-based multi-hop wireless backhaul networks. AccessNets 2006: 5 - [c27]Jian Liang, Aniruddha Bohra, Hui Zhang, Samrat Ganguly, Rauf Izmailov
Minimizing Metadata Access Latency in Wide Area Networked File Systems. HiPC 2006: 301-312 - [c26]Shamik Sengupta, Mainak Chatterjee, Samrat Ganguly, Rauf Izmailov
Improving R-Score of VoIP Streams over WiMax. ICC 2006: 866-871 - [c25]Sudeept Bhatnagar, Samrat Ganguly, Rauf Izmailov
Impact of Network-Awareness on Profile Migration. ICDE Workshops 2006: 26 - [c24]Samrat Ganguly, Sudeept Bhatnagar, Akhilesh Saxena, Rauf Izmailov
A Fast Content-Based Data Distribution Infrastructure. INFOCOM 2006 - [c23]Dragos Niculescu
Performance of VoIP in a 802.11 Wireless Mesh Network. INFOCOM 2006 - [c22]Vishnu Navda, Anand Kashyap, Samrat Ganguly, Rauf Izmailov
Real-time Video Stream Aggregation in Wireless Mesh Network. PIMRC 2006: 1-7 - [c21]Tadeusz Piotrowski, Suman Banerjee, Sudeept Bhatnagar, Samrat Ganguly, Rauf Izmailov
Peer-to-peer streaming of stored media: the indirect approach. SIGMETRICS/Performance 2006: 371-372 - [c20]Utku Irmak, Svilen Mihaylov, Torsten Suel, Samrat Ganguly, Rauf Izmailov:
Efficient Query Subscription Processing for Prospective Search Engines. USENIX ATC, General Track 2006: 375-380 - [c19]Kyungtae Kim, Samrat Ganguly, Rauf Izmailov, Sangjin Hong:
On Packet Aggregation Mechanisms for Improving VoIP Quality in Mesh Networks. VTC Spring 2006: 891-895 - [c18]Utku Irmak, Svilen Mihaylov, Torsten Suel, Samrat Ganguly, Rauf Izmailov
Efficient query subscription processing for prospective search engines. WWW 2006: 1037-1038 - 2005
- [c17]Samrat Ganguly, Akhilesh Saxena, Sudeept Bhatnagar, Rauf Izmailov
Fast replication in content distribution overlays. INFOCOM 2005: 2246-2256 - [c16]Shamik Sengupta, Mainak Chatterjee, Samrat Ganguly, Rauf Izmailov
WRN: improving system performance in 3G networks through fixed multi-hop relay nodes. WCNC 2005: 1708-1713 - [c15]Shamik Sengupta, Mainak Chatterjee, Samrat Ganguly, Rauf Izmailov
Exploiting MAC Flexibility in WiMAX for Media Streaming. WOWMOM 2005: 338-343 - 2004
- [j12]Norihito Fujita, Yuichi Ishikawa, Atsushi Iwata, Rauf Izmailov
Coarse-grain replica management strategies for dynamic replication of Web contents. Comput. Networks 45(1): 19-34 (2004) - [c14]Samrat Ganguly, Nan Tu, Rauf Izmailov, Hussein T. Mouftah:
Waveband routing and merging in hybrid optical networks. ICC 2004: 1615-1621 - [c13]Hung-Yu Wei, Samrat Ganguly, Rauf Izmailov:
Ad hoc relay network planning for improving cellular data coverage. PIMRC 2004: 769-773 - [c12]Samrat Ganguly, Nan Tu, Mainak Chatterjee, Rauf Izmailov:
Non-real time content scheduling in wireless data networks. PIMRC 2004: 1375-1379 - [c11]Hung-Yu Wei, Rauf Izmailov:
Channel-aware soft bandwidth guarantee scheduling for wireless packet access. WCNC 2004: 1276-1281 - 2003
- [c10]Samrat Ganguly, Rauf Izmailov:
Non-cooperative edge-assisted route adaptation of aggregated traffic. GLOBECOM 2003: 3700-3705 - [c9]Rauf Izmailov, Samrat Ganguly, Viktor Kleptsyn, Aikaterini Varsou:
Non-Uniform Waveband Hierarchy in Hybrid Optical Networks. INFOCOM 2003: 1344-1354 - 2002
- [j11]Rauf Izmailov
Hybrid hierarchical optical networks. IEEE Commun. Mag. 40(11): 88-94 (2002) - [c8]Norihito Fujita, Nobuyuki Enomoto, Atsushi Iwata, Rauf Izmailov:
Coarse-grain dynamic replication schemes for scalable content delivery networks. GLOBECOM 2002: 2235-2239 - [c7]Subir K. Biswas, Samrat Ganguly, Rauf Izmailov
Path provisioning for service level agreements in Differentiated Services networks. ICC 2002: 1063-1068 - [c6]Yoshihiko Suemura, Itaru Nishioka, Yoshiharu Maeno, Soichiro Araki, Rauf Izmailov, Samrat Ganguly:
Hierarchical routing in layered ring and mesh optical networks. ICC 2002: 2727-2733 - 2001
- [j10]Max Ott
The JOURNEY active network model. IEEE J. Sel. Areas Commun. 19(3): 527-537 (2001) - 2000
- [j9]Rauf Izmailov
ATM Routing Algorithms for Multimedia Traffic in Private ATM Networks. J. Heuristics 6(1): 21-38 (2000) - [j8]Subir K. Biswas, Rauf Izmailov
Design of a fair bandwidth allocation policy for VBR traffic in ATM networks. IEEE/ACM Trans. Netw. 8(2): 212 (2000) - [j7]Subir K. Biswas, Rauf Izmailov
Connection splitting: an efficient way of reducing call blocking in ATM. IEEE/ACM Trans. Netw. 8(5): 655-666 (2000) - [c5]Subir K. Biswas, Rauf Izmailov:
A QoS-aware routing framework for PIM-SM based IP-multicast. GLOBECOM 2000: 376-381
1990 – 1999
- 1999
- [j6]Daniel Reininger, Rauf Izmailov
Soft QoS control in the WATMnet broadband wireless system. IEEE Wirel. Commun. 6(1): 34-43 (1999) - [c4]Daniel Reininger, Rauf Izmailov
Admission and bandwidth allocation for soft-QoS guarantees in mobile multimedia networks. WCNC 1999: 1513-1517 - 1998
- [c3]Atsushi Iwata, Hiroshi Suzuki, Rauf Izmailov
QOS aggregation algorithms in hierarchical ATM networks. ICC 1998: 243-248 - [c2]Huayan Amy Wang, Rauf Izmailov, Mischa Schwartz:
Adaptive rate-based feedback flow control algorithms-extensions to multicast connections. ISCC 1998: 154-160 - 1997
- [j5]Rauf Izmailov
Design and analysis of a congestion-free overlay on a high-speed network. IEEE/ACM Trans. Netw. 5(6): 970-980 (1997) - 1996
- [j4]Rauf Izmailov
Visualization of polynomials. Comput. Graph. 20(1): 95-105 (1996) - 1995
- [j3]Rauf Izmailov
Adaptive feedback control algorithms for large data transfers in high-speed networks. IEEE Trans. Autom. Control. 40(8): 1469-1471 (1995) - 1993
- [j2]Rauf Izmailov
Dimension of aliasing structures. Comput. Graph. 17(5): 539-547 (1993) - [j1]Bernard Delyon, Rauf Izmailov
On the projection algorithm and delay of peaking in adaptive control. IEEE Trans. Autom. Control. 38(4): 581-584 (1993) - [c1]Rauf Izmailov, Ender Ayanoglu:
Priority Statistical Multiplexing of Mixed VBR Video and CBR Traffic in B-ISDN/ATM With a Threshold Algorithm. INFOCOM 1993: 910-918
Coauthor Index
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last updated on 2024-09-13 00:39 CEST by the dblp team
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