4 citations · 8 across the 8 of their papers we have counts for
4 papers · 1 filter
Using Retriever Augmented Large Language Models for Attack Graph Generation
Renascence Tarafder Prapty, Ashish Kundu, Arun Iyengar
As the complexity of modern systems increases, so does the importance of assessing their security posture through effective vulnerability management and threat modeling techniques.…
Code Hallucination
Mirza Masfiqur Rahman, Ashish Kundu
Generative models such as large language models are extensively used as code copilots and for whole program generation. However, the programs they generate often have questionable…
Revisiting Concept Drift in Windows Malware Detection: Adaptation to Real Drifted Malware with Minimal Samples
Adrian Shuai Li, Arun Iyengar, Ashish Kundu +1
In applying deep learning for malware classification, it is crucial to account for the prevalence of malware evolution, which can cause trained classifiers to fail on drifted malwa…
Transfer Learning for Security: Challenges and Future Directions
Adrian Shuai Li, Arun Iyengar, Ashish Kundu +1
Many machine learning and data mining algorithms rely on the assumption that the training and testing data share the same feature space and distribution. However, this assumption m…