Susmit Jha

We recently released AircraftVerse, which is a dataset of over 27,000 diverse aircraft designs. Lots of opportunities for multimodal ML applications applied to cyber-physical systems! Paper: arxiv.org/abs/2306.05562 Dataset: doi.org/10.5281/zenodo… Github: github.com/SRI-CSL/Aircra…

Adversarial attacks on AlphaFold @susmitj arxiv.org/abs/2301.04093

Can you tell if a Neural Net contains a Backdoor Attack? Try this demo for "Dual-Key Multimodal Backdoors for Visual Question Answering" (CVPR 2022) created using Gradio huggingface.co/spaces/CVPR/Du… @ksikka1 @SurIndranil @abhi2610 @susmitj @umdcs @umiacs @SRI_Intl @huggingface @Gradio

DESTION 2022 (Co-located with IEEE/ACM CPS-IoT WEEK 2022) is inviting submissions on “AI for Design Automation” and “Design Automation for AI”. All accepted papers will be published in IEEE proceedings. cps-vo.org/group/DESTION2… CFP: nusci.csl.sri.com/CFP_2022_DESTI…

Paper on Detection of Trojaned DNNs from SRI International arxiv.org/abs/2012.02275

SRI is looking for a Computer Scientist to conduct R&D in #machinelearning, with a focus to improve trustworthiness, resilience and interpretability of #deeplearning techniques for cyber-physical systems and integration into high-assurance applications: bit.ly/36EGsuB

Our paper "On Need for Topology-Aware Generative Models for Manifold-Based Defenses" with @jhasomesh and Uyeong Jang accepted at #ICLR #ICLR2020 #MachineLearning openreview.net/forum?id=r1lF_…

Detailed CFP at easychair.org/cfp/nfm2020 NASA does not charge a registration fee to NFM participants. All interested individuals are welcome to attend, listen to the talks, and participate in discussions. #formalmethods #machinelearning @WikiCFP @confCAV

NFM 2020 : 12th NASA Formal Methods Symposium ti.arc.nasa.gov/events/nfm-202… Abstract : Dec 24, 2019 Full paper : Dec 30, 2019 Inviting cross-cutting research on formal methods, machine learning, control theory, robotics, .. #formalmethods #machinelearning @WikiCFP @confCAV

Our research on Adversarial Attacks on Deep Reinforcement Learning at arxiv.org/abs/1903.06638 covered by Wired #Wired #SRIInternational

Our paper "Estimating the Density of States of Boolean Satisfiability Problems on Classical and Quantum Computing Platforms" is accepted at #AAAI20 (Oral) ! Draft at susmitjha.github.io/papers/AAAI20.…

Excited to join as a mentor @UTC #STEMU @NYASciences!