12 citations · 12 across the 3 of their papers we have counts for
3 papers
Language models are weak learners
Hariharan Manikandan, Yiding Jiang, J Zico Kolter
A central notion in practical and theoretical machine learning is that of a , classifiers that achieve better-than-random performance (on any given distribut…
Assessing Validity of Static Analysis Warnings using Ensemble Learning
Anshul Tanwar, Hariharan Manikandan, Krishna Sundaresan +3
Static Analysis (SA) tools are used to identify potential weaknesses in code and fix them in advance, while the code is being developed. In legacy codebases with high complexity, t…
Multi-context Attention Fusion Neural Network for Software Vulnerability Identification
Anshul Tanwar, Hariharan Manikandan, Krishna Sundaresan +3
Security issues in shipped code can lead to unforeseen device malfunction, system crashes or malicious exploitation by crackers, post-deployment. These vulnerabilities incur a cost…