Cross-Input Certified Training for Universal Perturbations
Authors: Changming Xu, Gagandeep Singh | Published: 2024-05-15 | Updated: 2024-09-09
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Towards Next-Generation Steganalysis: LLMs Unleash the Power of Detecting Steganography
Authors: Minhao Bai. Jinshuai Yang, Kaiyi Pang, Huili Wang, Yongfeng Huang | Published: 2024-05-15
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
Authors: Ziquan Liu, Yufei Cui, Yan Yan, Yi Xu, Xiangyang Ji, Xue Liu, Antoni B. Chan | Published: 2024-05-14
Differentially Private Federated Learning: A Systematic Review
Authors: Jie Fu, Yuan Hong, Xinpeng Ling, Leixia Wang, Xun Ran, Zhiyu Sun, Wendy Hui Wang, Zhili Chen, Yang Cao | Published: 2024-05-14 | Updated: 2024-05-20
Adversarial Machine Learning Threats to Spacecraft
Authors: Rajiv Thummala, Shristi Sharma, Matteo Calabrese, Gregory Falco | Published: 2024-05-14
DoLLM: How Large Language Models Understanding Network Flow Data to Detect Carpet Bombing DDoS
Authors: Qingyang Li, Yihang Zhang, Zhidong Jia, Yannan Hu, Lei Zhang, Jianrong Zhang, Yongming Xu, Yong Cui, Zongming Guo, Xinggong Zhang | Published: 2024-05-13
Oedipus: LLM-enchanced Reasoning CAPTCHA Solver
Authors: Gelei Deng, Haoran Ou, Yi Liu, Jie Zhang, Tianwei Zhang, Yang Liu | Published: 2024-05-13
A Flow is a Stream of Packets: A Stream-Structured Data Approach for DDoS Detection
Authors: Raja Giryes, Lior Shafir, Avishai Wool | Published: 2024-05-12
Challenging Machine Learning Algorithms in Predicting Vulnerable JavaScript Functions
Authors: Rudolf Ferenc, Péter Hegedűs, Péter Gyimesi, Gábor Antal, Dénes Bán, Tibor Gyimóthy | Published: 2024-05-12
PLeak: Prompt Leaking Attacks against Large Language Model Applications
Authors: Bo Hui, Haolin Yuan, Neil Gong, Philippe Burlina, Yinzhi Cao | Published: 2024-05-10 | Updated: 2024-05-14