Boosting Certified Robustness for Time Series Classification with Efficient Self-Ensemble
Authors: Chang Dong, Zhengyang Li, Liangwei Zheng, Weitong Chen, Wei Emma Zhang | Published: 2024-09-04 | Updated: 2024-09-19
Evaluation Method
AdvSecureNet: A Python Toolkit for Adversarial Machine Learning
Authors: Melih Catal, Manuel Günther | Published: 2024-09-04
DogeFuzz: A Simple Yet Efficient Grey-box Fuzzer for Ethereum Smart Contracts
Authors: Ismael Medeiros, Fausto Carvalho, Alexandre Ferreira, Rodrigo Bonifácio, Fabiano Cavalcanti Fernandes | Published: 2024-09-03
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
Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection
Authors: Niklas Risse, Jing Liu, Marcel Böhme | Published: 2024-08-23 | Updated: 2025-04-23
Tracing Privacy Leakage of Language Models to Training Data via Adjusted Influence Functions
Authors: Jinxin Liu, Zao Yang | Published: 2024-08-20 | Updated: 2024-09-05
KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment
Authors: Zongzong Wu, Fengxiao Tang, Ming Zhao, Yufeng Li | Published: 2024-08-15
EnJa: Ensemble Jailbreak on Large Language Models
Authors: Jiahao Zhang, Zilong Wang, Ruofan Wang, Xingjun Ma, Yu-Gang Jiang | Published: 2024-08-07
Malicious Internet Entity Detection Using Local Graph Inference
Authors: Simon Mandlik, Tomas Pevny, Vaclav Smidl, Lukas Bajer | Published: 2024-08-06 | Updated: 2024-08-07
Practical Attacks against Black-box Code Completion Engines
Authors: Slobodan Jenko, Jingxuan He, Niels Mündler, Mark Vero, Martin Vechev | Published: 2024-08-05