Watermarking Decision Tree Ensembles
Authors: Stefano Calzavara, Lorenzo Cazzaro, Donald Gera, Salvatore Orlando | Published: 2024-10-06
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TA3: Testing Against Adversarial Attacks on Machine Learning Models
Authors: Yuanzhe Jin, Min Chen | Published: 2024-10-06
A Large-Scale Exploit Instrumentation Study of AI/ML Supply Chain Attacks in Hugging Face Models
Authors: Beatrice Casey, Joanna C. S. Santos, Mehdi Mirakhorli | Published: 2024-10-06
Enhancing Android Malware Detection: The Influence of ChatGPT on Decision-centric Task
Authors: Yao Li, Sen Fang, Tao Zhang, Haipeng Cai | Published: 2024-10-06
OD-Stega: LLM-Based Near-Imperceptible Steganography via Optimized Distributions
Authors: Yu-Shin Huang, Peter Just, Krishna Narayanan, Chao Tian | Published: 2024-10-06
Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion
Authors: Guanchu Wang, Yu-Neng Chuang, Ruixiang Tang, Shaochen Zhong, Jiayi Yuan, Hongye Jin, Zirui Liu, Vipin Chaudhary, Shuai Xu, James Caverlee, Xia Hu | Published: 2024-10-06
Harnessing Task Overload for Scalable Jailbreak Attacks on Large Language Models
Authors: Yiting Dong, Guobin Shen, Dongcheng Zhao, Xiang He, Yi Zeng | Published: 2024-10-05
DiDOTS: Knowledge Distillation from Large-Language-Models for Dementia Obfuscation in Transcribed Speech
Authors: Dominika Woszczyk, Soteris Demetriou | Published: 2024-10-05
pFedGame — Decentralized Federated Learning using Game Theory in Dynamic Topology
Authors: Monik Raj Behera, Suchetana Chakraborty | Published: 2024-10-05
ASPIRER: Bypassing System Prompts With Permutation-based Backdoors in LLMs
Authors: Lu Yan, Siyuan Cheng, Xuan Chen, Kaiyuan Zhang, Guangyu Shen, Zhuo Zhang, Xiangyu Zhang | Published: 2024-10-05