Timber! Poisoning Decision Trees
Authors: Stefano Calzavara, Lorenzo Cazzaro, Massimo Vettori | Published: 2024-10-01
Poisoning
The poison of dimensionality
Authors: Lê-Nguyên Hoang | Published: 2024-09-25
MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning
Authors: Jiliang Li, Yifan Zhang, Yu Huang, Kevin Leach | Published: 2024-09-20 | Updated: 2025-04-17
Federated Learning for Smart Grid: A Survey on Applications and Potential Vulnerabilities
Authors: Zikai Zhang, Suman Rath, Jiaohao Xu, Tingsong Xiao | Published: 2024-09-16
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
Authors: Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding | Published: 2024-09-12
Revisiting Static Feature-Based Android Malware Detection
Authors: Md Tanvirul Alam, Dipkamal Bhusal, Nidhi Rastogi | Published: 2024-09-11
2DSig-Detect: a semi-supervised framework for anomaly detection on image data using 2D-signatures
Authors: Xinheng Xie, Kureha Yamaguchi, Margaux Leblanc, Simon Malzard, Varun Chhabra, Victoria Nockles, Yue Wu | Published: 2024-09-08 | Updated: 2025-03-20
Enhancing Quantum Security over Federated Learning via Post-Quantum Cryptography
Authors: Pingzhi Li, Tianlong Chen, Junyu Liu | Published: 2024-09-06
The Dark Side of Human Feedback: Poisoning Large Language Models via User Inputs
Authors: Bocheng Chen, Hanqing Guo, Guangjing Wang, Yuanda Wang, Qiben Yan | Published: 2024-09-01
Comprehensive Botnet Detection by Mitigating Adversarial Attacks, Navigating the Subtleties of Perturbation Distances and Fortifying Predictions with Conformal Layers
Authors: Rahul Yumlembam, Biju Issac, Seibu Mary Jacob, Longzhi Yang | Published: 2024-09-01