Robust Classification Under $\ell_0$ Attack for the Gaussian Mixture Model
Authors: Payam Delgosha, Hamed Hassani, Ramtin Pedarsani | Published: 2021-04-05
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Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models
Authors: Neal Mangaokar, Jiameng Pu, Parantapa Bhattacharya, Chandan K. Reddy, Bimal Viswanath | Published: 2021-04-05
Monte Carlo execution time estimation for Privacy-preserving Distributed Function Evaluation protocols
Authors: Stefano M P C Souza, Daniel G Silva | Published: 2021-04-03
A Systematic Literature Review on Phishing and Anti-Phishing Techniques
Authors: Ayesha Arshad, Attique Ur Rehman, Sabeen Javaid, Tahir Muhammad Ali, Javed Anjum Sheikh, Muhammad Azeem | Published: 2021-04-02
SGBA: A Stealthy Scapegoat Backdoor Attack against Deep Neural Networks
Authors: Ying He, Zhili Shen, Chang Xia, Jingyu Hua, Wei Tong, Sheng Zhong | Published: 2021-04-02 | Updated: 2022-05-16
Adversarial Attacks and Defenses for Speech Recognition Systems
Authors: Piotr Żelasko, Sonal Joshi, Yiwen Shao, Jesus Villalba, Jan Trmal, Najim Dehak, Sanjeev Khudanpur | Published: 2021-03-31
Anomaly-Based Intrusion Detection by Machine Learning: A Case Study on Probing Attacks to an Institutional Network
Authors: Emrah Tufan, Cihangir Tezcan, Cengiz Acartürk | Published: 2021-03-31
Perun: Secure Multi-Stakeholder Machine Learning Framework with GPU Support
Authors: Wojciech Ozga, Do Le Quoc, Christof Fetzer | Published: 2021-03-31
Statistical inference for individual fairness
Authors: Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun | Published: 2021-03-30
Exploring Edge TPU for Network Intrusion Detection in IoT
Authors: Seyedehfaezeh Hosseininoorbin, Siamak Layeghy, Mohanad Sarhan, Raja Jurdak, Marius Portmann | Published: 2021-03-30