Search Results for author: Mohit Tiwari

Found 5 papers, 2 papers with code

Leveraging AI Planning For Detecting Cloud Security Vulnerabilities

no code implementations16 Feb 2024 Mikhail Kazdagli, Mohit Tiwari, Akshat Kumar

A planner can then generate attacks to identify such vulnerabilities in the cloud.

Cloud Computing

NeuroBack: Improving CDCL SAT Solving using Graph Neural Networks

1 code implementation26 Oct 2021 Wenxi Wang, Yang Hu, Mohit Tiwari, Sarfraz Khurshid, Kenneth McMillan, Risto Miikkulainen

Aiming to make GNN improvements practical, this paper proposes an approach called NeuroBack, which builds on two insights: (1) predicting phases (i. e., values) of variables appearing in the majority (or even all) of the satisfying assignments are essential for CDCL SAT solving, and (2) it is sufficient to query the neural model only once for the predictions before the SAT solving starts.

Power-Based Attacks on Spatial DNN Accelerators

no code implementations28 Aug 2021 Ge Li, Mohit Tiwari, Michael Orshansky

Spatial accelerators, that parallelize matrix/vector operations, are utilized for enhancing energy efficiency of DNN computation.

Model extraction

Emotion Detection using Image Processing in Python

no code implementations1 Dec 2020 Raghav Puri, Archit Gupta, Manas Sikri, Mohit Tiwari, Nitish Pathak, Shivendra Goel

Emotions possessed by humans can be recognized and has a vast scope of study in the computer vision industry upon which several researches have already been done.


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