SoK: Unintended Interactions among Machine Learning Defenses and Risks
Authors: Vasisht Duddu, Sebastian Szyller, N. Asokan | Published: 2023-12-07 | Updated: 2024-04-04
Watermarking
Defense against ML-based Power Side-channel Attacks on DNN Accelerators with Adversarial Attacks
Authors: Xiaobei Yan, Chip Hong Chang, Tianwei Zhang | Published: 2023-12-07
Understanding (Un)Intended Memorization in Text-to-Image Generative Models
Authors: Ali Naseh, Jaechul Roh, Amir Houmansadr | Published: 2023-12-06
When PETs misbehave: A Contextual Integrity analysis
Authors: Ero Balsa, Yan Shvartzshnaider | Published: 2023-12-05
Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems
Authors: Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz | Published: 2023-12-05
Hot PATE: Private Aggregation of Distributions for Diverse Task
Authors: Edith Cohen, Benjamin Cohen-Wang, Xin Lyu, Jelani Nelson, Tamas Sarlos, Uri Stemmer | Published: 2023-12-04 | Updated: 2024-05-17
Breaking XOR Arbiter PUFs without Reliability Information
Authors: Niloufar Sayadi, Phuong Ha Nguyen, Marten van Dijk, Chenglu Jin | Published: 2023-12-03
FRAUDability: Estimating Users’ Susceptibility to Financial Fraud Using Adversarial Machine Learning
Authors: Chen Doytshman, Satoru Momiyama, Inderjeet Singh, Yuval Elovici, Asaf Shabtai | Published: 2023-12-02
Malicious code detection in android: the role of sequence characteristics and disassembling methods
Authors: Pinar G. Balikcioglu, Melih Sirlanci, Ozge A. Kucuk, Bulut Ulukapi, Ramazan K. Turkmen, Cengiz Acarturk | Published: 2023-12-02
Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting
Authors: Sangamesh Kodge, Gobinda Saha, Kaushik Roy | Published: 2023-12-01 | Updated: 2024-08-05