4 papers
Detecting Avalanche Effect in Adversarial Settings: Spotting the Encryption Loops in Ransomware
Nanqing Luo, Xusheng Li, Haizhou Wang +3
Spotting encryption loops in binary-only ransomware is a critical reverse engineering task. Since the existence of avalanche effect, an intrinsic characteristic of any secure encry…
Differentiation Between Faults and Cyberattacks through Combined Analysis of Cyberspace Logs and Physical Measurements
Mohammad Shamim Ahsan, Haizhou Wang, Venkateswara Reddy Motakatla +2
In recent years, cyberattacks - along with physical faults - have become an increasing factor causing system failures, especially in DER (Distributed Energy Resources) systems. In…
Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM
Haizhou Wang, Nanqing Luo, Xusheng Li +1
Sandboxes and other dynamic analysis processes are prevalent in malware detection systems nowadays to enhance the capability of detecting 0-day malware. Therefore, techniques of an…
Hide Your Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Carrier Articles
Zhilong Wang, Haizhou Wang, Nanqing Luo +4
Large Language Model (LLM) jailbreak refers to a type of attack aimed to bypass the safeguard of an LLM to generate contents that are inconsistent with the safe usage guidelines. B…