A Lean Transformer Model for Dynamic Malware Analysis and Detection
Authors: Tony Quertier, Benjamin Marais, Grégoire Barrué, Stéphane Morucci, Sévan Azé, Sébastien Salladin | Published: 2024-08-05
On the Robustness of Malware Detectors to Adversarial Samples
Authors: Muhammad Salman, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Muhammad Ikram, Sidharth Kaushik, Mohamed Ali Kaafar | Published: 2024-08-05
Model Hijacking Attack in Federated Learning
Authors: Zheng Li, Siyuan Wu, Ruichuan Chen, Paarijaat Aditya, Istemi Ekin Akkus, Manohar Vanga, Min Zhang, Hao Li, Yang Zhang | Published: 2024-08-04
PromptSAM+: Malware Detection based on Prompt Segment Anything Model
Authors: Xingyuan Wei, Yichen Liu, Ce Li, Ning Li, Degang Sun, Yan Wang | Published: 2024-08-04
Towards Automatic Hands-on-Keyboard Attack Detection Using LLMs in EDR Solutions
Authors: Amit Portnoy, Ehud Azikri, Shay Kels | Published: 2024-08-04
Automated Phishing Detection Using URLs and Webpages
Authors: Huilin Wang, Bryan Hooi | Published: 2024-08-03 | Updated: 2024-08-16
MCGMark: An Encodable and Robust Online Watermark for LLM-Generated Malicious Code
Authors: Kaiwen Ning, Jiachi Chen, Qingyuan Zhong, Tao Zhang, Yanlin Wang, Wei Li, Yu Zhang, Weizhe Zhang, Zibin Zheng | Published: 2024-08-02
A Systematic Mapping Study on SDN Controllers for Enhancing Security in IoT Networks
Authors: Charles Oredola, Adnan Ashraf | Published: 2024-08-02
Assessing Robustness of Machine Learning Models using Covariate Perturbations
Authors: Arun Prakash R, Anwesha Bhattacharyya, Joel Vaughan, Vijayan N. Nair | Published: 2024-08-02
LLM as Runtime Error Handler: A Promising Pathway to Adaptive Self-Healing of Software Systems
Authors: Zhensu Sun, Haotian Zhu, Bowen Xu, Xiaoning Du, Li Li, David Lo | Published: 2024-08-02