algoXSSF: Detection and analysis of cross-site request forgery (XSRF) and cross-site scripting (XSS) attacks via Machine learning algorithms

Authors: Naresh Kshetri, Dilip Kumar, James Hutson, Navneet Kaur, Omar Faruq Osama | Published: 2024-02-01

X-CBA: Explainability Aided CatBoosted Anomal-E for Intrusion Detection System

Authors: Kiymet Kaya, Elif Ak, Sumeyye Bas, Berk Canberk, Sule Gunduz Oguducu | Published: 2024-02-01 | Updated: 2024-06-02

Unlearnable Algorithms for In-context Learning

Authors: Andrei Muresanu, Anvith Thudi, Michael R. Zhang, Nicolas Papernot | Published: 2024-02-01

Ocassionally Secure: A Comparative Analysis of Code Generation Assistants

Authors: Ran Elgedawy, John Sadik, Senjuti Dutta, Anuj Gautam, Konstantinos Georgiou, Farzin Gholamrezae, Fujiao Ji, Kyungchan Lim, Qian Liu, Scott Ruoti | Published: 2024-02-01

Comparing Spectral Bias and Robustness For Two-Layer Neural Networks: SGD vs Adaptive Random Fourier Features

Authors: Aku Kammonen, Lisi Liang, Anamika Pandey, Raúl Tempone | Published: 2024-02-01

BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic Architectures against Model Inversion Attacks

Authors: Hamed Poursiami, Ihsen Alouani, Maryam Parsa | Published: 2024-02-01 | Updated: 2024-05-07

opML: Optimistic Machine Learning on Blockchain

Authors: KD Conway, Cathie So, Xiaohang Yu, Kartin Wong | Published: 2024-01-31 | Updated: 2024-02-05

Game-Theoretic Unlearnable Example Generator

Authors: Shuang Liu, Yihan Wang, Xiao-Shan Gao | Published: 2024-01-31

Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems

Authors: Mohammed Elnawawy, Mohammadreza Hallajiyan, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman | Published: 2024-01-30 | Updated: 2024-04-12

A Cross-Language Investigation into Jailbreak Attacks in Large Language Models

Authors: Jie Li, Yi Liu, Chongyang Liu, Ling Shi, Xiaoning Ren, Yaowen Zheng, Yang Liu, Yinxing Xue | Published: 2024-01-30