متابعة
Amir Houmansadr
Amir Houmansadr
University of Massachusetts Amherst
بريد إلكتروني تم التحقق منه على cs.umass.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Comprehensive privacy analysis of deep learning: Passive and active white-box inference attacks against centralized and federated learning‏
M Nasr, R Shokri, A Houmansadr‏
2019 IEEE symposium on security and privacy (SP), 739-753, 2019‏
2075*2019
Machine learning with membership privacy using adversarial regularization‏
M Nasr, R Shokri, A Houmansadr‏
Proceedings of the 2018 ACM SIGSAC conference on computer and communications …, 2018‏
5542018
Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses for Federated Learning‏
V Shejwalkar, A Houmansadr‏
NDSS, 2021‏
5062021
Back to the drawing board: A critical evaluation of poisoning attacks on production federated learning‏
V Shejwalkar, A Houmansadr, P Kairouz, D Ramage‏
2022 IEEE Symposium on Security and Privacy (SP), 1354-1371, 2022‏
3292022
The parrot is dead: Observing unobservable network communications‏
A Houmansadr, C Brubaker, V Shmatikov‏
2013 IEEE Symposium on Security and Privacy, 65-79, 2013‏
2662013
DeepCorr: Strong flow correlation attacks on Tor using deep learning‏
M Nasr, A Bahramali, A Houmansadr‏
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018‏
2262018
Cronus: Robust and heterogeneous collaborative learning with black-box knowledge transfer‏
H Chang, V Shejwalkar, R Shokri, A Houmansadr‏
arXiv preprint arXiv:1912.11279, 2019‏
2072019
RAINBOW: A Robust And Invisible Non-Blind Watermark for Network Flows.‏
A Houmansadr, N Kiyavash, N Borisov‏
NDSS 2009, 406-422, 2009‏
2062009
Information hiding in communication networks: fundamentals, mechanisms, applications, and countermeasures‏
W Mazurczyk, S Wendzel, S Zander, A Houmansadr, K Szczypiorski‏
John Wiley & Sons, 2016‏
2022016
Cirripede: Circumvention infrastructure using router redirection with plausible deniability‏
A Houmansadr, GTK Nguyen, M Caesar, N Borisov‏
Proceedings of the 18th ACM conference on Computer and communications …, 2011‏
1762011
I want my voice to be heard: IP over Voice-over-IP for unobservable censorship circumvention.‏
A Houmansadr, TJ Riedl, N Borisov, AC Singer‏
NDSS, 2013‏
158*2013
Stegobot: a covert social network botnet‏
S Nagaraja, A Houmansadr, P Piyawongwisal, V Singh, P Agarwal, ...‏
International Workshop on Information Hiding, 299-313, 2011‏
1482011
A Cloud-based Intrusion Detection and Response System for Mobile Phones‏
A Houmansadr, SA Zonouz, R Berthier‏
5th Workshop on Recent Advances in Intrusion-Tolerant Systems, 2011‏
1432011
Defeating DNN-Based Traffic Analysis Systems in Real-Time With Blind Adversarial Perturbations‏
M Nasr, A Bahramali, A Houmansadr‏
30th USENIX Security Symposium (USENIX Security 21), 2021‏
1402021
SWIRL: A Scalable Watermark to Detect Correlated Network Flows.‏
A Houmansadr, N Borisov‏
NDSS, 2011‏
1402011
Secloud: A cloud-based comprehensive and lightweight security solution for smartphones‏
S Zonouz, A Houmansadr, R Berthier, N Borisov, W Sanders‏
Computers & Security 37, 215-227, 2013‏
1332013
Censorspoofer: asymmetric communication using ip spoofing for censorship-resistant web browsing‏
Q Wang, X Gong, GTK Nguyen, A Houmansadr, N Borisov‏
Proceedings of the 2012 ACM conference on Computer and communications …, 2012‏
1332012
Membership Privacy for Machine Learning Models Through Knowledge Transfer‏
V Shejwalkar, A Houmansadr‏
35th AAAI Conference on Artificial Intelligence (AAAI), 2021‏
127*2021
Multi-flow Attacks Against Network Flow Watermarking Schemes.‏
N Kiyavash, A Houmansadr, N Borisov‏
USENIX security symposium, 307-320, 2008‏
1132008
Mitigating membership inference attacks by {Self-Distillation} through a novel ensemble architecture‏
X Tang, S Mahloujifar, L Song, V Shejwalkar, M Nasr, A Houmansadr, ...‏
31st USENIX security symposium (USENIX security 22), 1433-1450, 2022‏
1022022
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مقالات 1–20