Detecting Android Malware: From Neural Embeddings to Hands-On Validation with BERTroid
Authors: Meryam Chaieb, Mostafa Anouar Ghorab, Mohamed Aymen Saied | Published: 2024-05-06 | Updated: 2024-08-12
Model Performance Evaluation
Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks
Authors: Yi Li, Renyou Xie, Chaojie Li, Yi Wang, Zhaoyang Dong | Published: 2024-04-30
Exploring the Robustness of In-Context Learning with Noisy Labels
Authors: Chen Cheng, Xinzhi Yu, Haodong Wen, Jingsong Sun, Guanzhang Yue, Yihao Zhang, Zeming Wei | Published: 2024-04-28 | Updated: 2024-05-01
LMEraser: Large Model Unlearning through Adaptive Prompt Tuning
Authors: Jie Xu, Zihan Wu, Cong Wang, Xiaohua Jia | Published: 2024-04-17
Optimization of Lightweight Malware Detection Models For AIoT Devices
Authors: Felicia Lo, Shin-Ming Cheng, Rafael Kaliski | Published: 2024-04-06
Evaluating Adversarial Robustness: A Comparison Of FGSM, Carlini-Wagner Attacks, And The Role of Distillation as Defense Mechanism
Authors: Trilokesh Ranjan Sarkar, Nilanjan Das, Pralay Sankar Maitra, Bijoy Some, Ritwik Saha, Orijita Adhikary, Bishal Bose, Jaydip Sen | Published: 2024-04-05
Reliable Feature Selection for Adversarially Robust Cyber-Attack Detection
Authors: João Vitorino, Miguel Silva, Eva Maia, Isabel Praça | Published: 2024-04-05
Accurate Low-Degree Polynomial Approximation of Non-polynomial Operators for Fast Private Inference in Homomorphic Encryption
Authors: Jianming Tong, Jingtian Dang, Anupam Golder, Callie Hao, Arijit Raychowdhury, Tushar Krishna | Published: 2024-04-04 | Updated: 2024-05-07
Goldfish: An Efficient Federated Unlearning Framework
Authors: Houzhe Wang, Xiaojie Zhu, Chi Chen, Paulo Esteves-Veríssimo | Published: 2024-04-04 | Updated: 2024-04-23
Can Biases in ImageNet Models Explain Generalization?
Authors: Paul Gavrikov, Janis Keuper | Published: 2024-04-01