Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification
Authors: Bang Wu, Xingliang Yuan, Shuo Wang, Qi Li, Minhui Xue, Shirui Pan | Published: 2023-12-13
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GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks
Authors: Bang Wu, He Zhang, Xiangwen Yang, Shuo Wang, Minhui Xue, Shirui Pan, Xingliang Yuan | Published: 2023-12-13
Maatphor: Automated Variant Analysis for Prompt Injection Attacks
Authors: Ahmed Salem, Andrew Paverd, Boris Köpf | Published: 2023-12-12
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature
Authors: Maxime Würsch, Andrei Kucharavy, Dimitri Percia David, Alain Mermoud | Published: 2023-12-12
MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks
Authors: Yuyang Zhou, Guang Cheng, Zongyao Chen, Shui Yu | Published: 2023-12-11
Guardians of Trust: Navigating Data Security in AIOps through Vendor Partnerships
Authors: Subhadip Kumar | Published: 2023-12-10 | Updated: 2024-01-16
Data-Free Hard-Label Robustness Stealing Attack
Authors: Xiaojian Yuan, Kejiang Chen, Wen Huang, Jie Zhang, Weiming Zhang, Nenghai Yu | Published: 2023-12-10 | Updated: 2023-12-12
Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning
Authors: Jianwei Li, Sheng Liu, Qi Lei | Published: 2023-12-10 | Updated: 2024-03-15
Towards Smart Healthcare: Challenges and Opportunities in IoT and ML
Authors: Munshi Saifuzzaman, Tajkia Nuri Ananna | Published: 2023-12-09 | Updated: 2024-01-12
Model Extraction Attacks Revisited
Authors: Jiacheng Liang, Ren Pang, Changjiang Li, Ting Wang | Published: 2023-12-08