FuSeBMC AI: Acceleration of Hybrid Approach through Machine Learning
Authors: Kaled M. Alshmrany, Mohannad Aldughaim, Chenfeng Wei, Tom Sweet, Richard Allmendinger, Lucas C. Cordeiro | Published: 2024-04-09
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Case Study: Neural Network Malware Detection Verification for Feature and Image Datasets
Authors: Preston K. Robinette, Diego Manzanas Lopez, Serena Serbinowska, Kevin Leach, Taylor T. Johnson | Published: 2024-04-08
BruSLeAttack: A Query-Efficient Score-Based Black-Box Sparse Adversarial Attack
Authors: Viet Quoc Vo, Ehsan Abbasnejad, Damith C. Ranasinghe | Published: 2024-04-08 | Updated: 2024-06-01
Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security
Authors: Yihe Fan, Yuxin Cao, Ziyu Zhao, Ziyao Liu, Shaofeng Li | Published: 2024-04-08 | Updated: 2024-08-11
Enabling Privacy-Preserving Cyber Threat Detection with Federated Learning
Authors: Yu Bi, Yekai Li, Xuan Feng, Xianghang Mi | Published: 2024-04-08
Initial Exploration of Zero-Shot Privacy Utility Tradeoffs in Tabular Data Using GPT-4
Authors: Bishwas Mandal, George Amariucai, Shuangqing Wei | Published: 2024-04-07
Contextual Chart Generation for Cyber Deception
Authors: David D. Nguyen, David Liebowitz, Surya Nepal, Salil S. Kanhere, Sharif Abuadbba | Published: 2024-04-07
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics
Authors: Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz | Published: 2024-04-06
Advances in Differential Privacy and Differentially Private Machine Learning
Authors: Saswat Das, Subhankar Mishra | Published: 2024-04-06
CANEDERLI: On The Impact of Adversarial Training and Transferability on CAN Intrusion Detection Systems
Authors: Francesco Marchiori, Mauro Conti | Published: 2024-04-06