Stjepan Picek

1. A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models
   2024/02/21 by Zihao Xu, Yi Liu, Xu, Zihao +7 · 29 citations
   Computer Science · #Network Security and Intrusion Detection #Advanced Malware Detection Techniques
2. On Feasibility of Server-side Backdoor Attacks on Split Learning
   2023/02/19 by Behrad Tajalli, Oğuzhan Ersoy, Tajalli, Behrad +3 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Forensic and Genetic Research #Machine Learning in Healthcare
3. Going In Style: Audio Backdoors Through Stylistic Transformations
   2022/11/06 by Stefanos Koffas, Luca Pajola, Koffas, Stefanos +5 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
4. Time-Distributed Backdoor Attacks on Federated Spiking Learning
   2024/02/05 by Gorka Abad, Abad, Gorka, Stjepan Picek +3 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #User Authentication and Security Systems
5. BAN: Detecting Backdoors Activated by Adversarial Neuron Noise
   2024/05/30 by Xiaoyun Xu, Xu, Xiaoyun, Zhuoran Liu +7 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models
   2024/07/16 by Zihao Xu, Yi Liu, Xu, Zihao +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Hate Speech and Cyberbullying Detection
7. Context is the Key: Backdoor Attacks for In-Context Learning with Vision Transformers
   2024/09/06 by Gorka Abad, Abad, Gorka, Stjepan Picek +5 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
8. Towards Backdoor Stealthiness in Model Parameter Space
   2025/01/10 by Xiaoyun Xu, Xu, Xiaoyun, Zhuoran Liu +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Neural Networks and Applications
9. Temporal Poisoning: Clean-Label Backdoors via Event Redistribution in SNNs
   2026/07/30 by Roberto Riaño, Gorka Abad, Stjepan Picek +1
   Computer Science · #cs.CR #cs.AI