Untargeted Code Authorship Evasion with Seq2Seq Transformation

no code implementations • 26 Nov 2023 • Soohyeon Choi, RhongHo Jang, DaeHun Nyang, David Mohaisen

Code authorship attribution is the problem of identifying authors of programming language codes through the stylistic features in their codes, a topic that recently witnessed significant interest with outstanding performance.

Authorship Attribution Code Translation +1

ML-based IoT Malware Detection Under Adversarial Settings: A Systematic Evaluation

no code implementations • 30 Aug 2021 • Ahmed Abusnaina, Afsah Anwar, Sultan Alshamrani, Abdulrahman Alabduljabbar, RhongHo Jang, DaeHun Nyang, David Mohaisen

Additionally, our analysis of the industry-standard malware detectors shows their instability to the malware mutations.

Malware Analysis Malware Detection