Style-transferring one of Satyajit Ray's Feluda book-covers onto his portrait taken at the Golden Gate Bridge.
🗓 2023
Robustification of Multilingual Language Models to Real-world Noise with Robust Contrastive Pretraining
Asa Cooper Stickland*, Sailik Sengupta*, Jason Krone, Saab Mansour, He He
EACL, 2023
'Why didn't you allocate this task to them?' Negotiation-Aware Explicable Task Allocation and Contrastive Explanation Generation
Zahra Zahedi, Sailik Sengupta, Subbarao Kambhampati
AAMAS, 2023
🗓 2022
Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic
Soumajyoti Sarkar, Kaixiang Lin, Sailik Sengupta, Leonard Lausen, Sheng Zha, Saab Mansour
Efficient Natural Language and Speech Processing, NeurIPS'22
Imperfect ImaGANation: Implications of GANs Exacerbating Biases in Facial Data Augmentation and Snapchap Selfie Lenses
Niharika Jain*, Alberto Olmo*, Sailik Sengupta, Lydia Manikonda, Subbarao Kambhampati
Artificial Intelligence Journal (AIJ), 2022
RADAR-X: An Interactive Mixed Initiative Planning Interface Pairing Contrastive Explanations and Revised Plan Suggestions
Karthik Valmeekam, Sarath Sreedharan, Sailik Sengupta, Subbarao Kambhampati
ICAPS, 2022 (Also demoed at AAAI, 2021)
🗓 2021
On the Robustness of Intent Classification and Slot Labeling in Goal Oriented Dialogue Systems to Real-world Noise
Sailik Sengupta*, Jason P Krone*, Saab Mansour
NLP for Conversational AI, EMNLP'21 (Also presented at the ICLR'21 Workshop on Robust Machine Learning)
Software Deception Steering through Version Emulation
Frederico Araujo, Sailik Sengupta, Jiyong Jang, Adam Doupé, Kevin Hamlen, Subbarao Kambhampati
HICSS, 2021
Game-theoretic Model of Trust to Infer Human's Observation Strategy of Robot Behavior
Sailik Sengupta*, Zahra Zahedi*, Subbarao Kambhampati
RSS'21 Workshop on Robotics for People: Perspectives on Interaction, Learning, and Safety
Imperfect ImaGANation: Implications of GANs Exacerbating Biases in Facial Data Augmentation
Niharika Jain*, Alberto Olmo*, Sailik Sengupta, Lydia Manikonda, Subbarao Kambhampati
ICLR'21 Workshop on Synthetic Data Generation
🗓 2020
The What, When, and How of Strategic Movement in Adversarial Settings:
A Syncretic View of AI and Security
Sailik Sengupta
Ph.D. Thesis
Multi-agent Reinforcement Learning in Bayesian Stackelberg Markov Games for Adaptive Moving Target Defense
Sailik Sengupta, Subbarao Kambhampati
NeurIPS Workshop on Real-World Reinforcement Learning (RWRL), 2020
'Why not give this work to them?' Explaining AI-Moderated Task-Allocation Outcomes using Negotiation Trees
Zahra Zahedi*, Sailik Sengupta*, Subbarao Kambhampati
NeurIPS Workshop on Co-operative Aritificial Intelligence (Co-op AI), 2020
Not all Failure Modes are Created Equal: Training Deep Neural Networks for Explicable (Mis)Classification
Alberto Olmo*, Sailik Sengupta*, Subbarao Kambhampati
ICML Workshop(s) on Uncertainty and Robustness in Deep Learning (UDL) and Human-In-the-Loop Learning (HILL), 2020
Moving Target Defense for Robust Fingerprinting of Electric Grid Transformers in Adversarial Environments
Sailik Sengupta, Kaustav Basu, Arunabha Sen, Subbarao Kambhampati
GameSec, 2020
A Survey of Moving Target Defenses for Network Security
Sailik Sengupta*, Ankur Chowdhary*, Abdulhakim Sabur, Dijiang Huang, Adel Alshamrani, Subbarao Kambhampati
IEEE Communications Surveys and Tutorials, 2020
RADAR: Automated Task Planning for Proactive Decision Support
Sachin Grover, Sailik Sengupta, Tathagata Chakraborti, Subbarao Kambhampati
HCI Journal on Unifying Human Computer Interaction and Artificial Intelligence, 2020 (Also presented at ICAPS, 2020 Journal Track)
RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions
Karthik Valmeekam, Sarath Sreedharan, Sailik Sengupta, Subbarao Kambhampati
ICAPS Workshop on Explainable AI Planning (XAIP), 2020
DAPT 2020 - Constructing a Benchmark Dataset for Advanced Persistent Threats
Sowmya Myneni*, Ankur Chowdhary*, Abdulhakim Sabur, Sailik Sengupta, Garima Agrawal, Dijiang Huang, Myong Kang
ML-Hat, 2020 (co-located with KDD-2020)
🗓 2019
General Sum Markov Games for Strategic Detection of Advanced Persistent Threats using Moving Target Defense in Cloud Networks
Sailik Sengupta, Ankur Chowdhary, Dijiang Huang, Subbarao Kambhampati
GameSec, 2019
MTDeep: Moving Target Defense to Boost the Security of Deep Neural Nets Against Adversarial Attacks
Sailik Sengupta, Tathagata Chakraborti, Subbarao Kambhampati
GameSec, 2019 (A preliminary version was presented at a AAAI-18 Workshop on Enginnering Secure and Dependable ML Systems)
Natural Language Generation with Keyword Constraints-- A Hybrid Approach using Supervised and Reinforcement Learning
Sailik Sengupta, He He, Batool Haider, Spandana Gella, Mona Diab
WeCNLP, 2019
Markov Game Modeling of Moving Target Defense for Strategic Detection of Threats in Cloud Networks
Ankur Chowdhary*, Sailik Sengupta*, Dijiang Huang, Subbarao Kambhampati
AAAI'19 Workshop on Artificial Intelligence for Cyber Security (AICS) (Preliminary version accepted to ICNC, 2019)
To Monitor or to Trust: Observing Robot's Behavior based on a Game-Theoretic Model of Trust
Sailik Sengupta*, Zahra Zahedi*, Subbarao Kambhampati
21st International Workshop on Trust in Agent Societies (co-located with AAMAS, 2019)
iPass: A Case Study of the Effectiveness of Automated Planning for Decision Support
Sachin Grover, Sailik Sengupta, Tathagata Chakraborti, Aditya Prasad Mishra, Subbarao Kambhampati
Naturalistic Decision Making, 2019
CAP: A Decision Support System for Crew Scheduling using Automated Planning
Aditya Prasad Mishra, Sailik Sengupta, Sarath Sreedharan, Tathagata Chakraborti, Subbarao Kambhampati
Naturalistic Decision Making, 2019
🗓 2018
Moving Target Defense for the Placement of Intrusion Detection Systems in the Cloud
Sailik Sengupta, Ankur Chowdhary, Dijiang Huang, Subbarao Kambhampati
GameSec, 2018
MTDeep - Boosting the Security of Deep Neural Nets Against Adversarial Attacks with Moving Target Defense
Sailik Sengupta, Tathagata Chakraborti, Subbarao Kambhampati
AAAI'18 Workshop on Engineering Dependable and Secure Machine Learning Systems
An Investigation of Bounded Misclassification for Operational Security of Deep Neural Networks
Sailik Sengupta, Andrew Dudley, Tathagata Chakraborti, Subbarao Kambhampati
AAAI'18 Workshop on Engineering Dependable and Secure Machine Learning Systems
MA-RADAR - A Mixed-Reality Interface for Collaborative Decision Making
Tathagata Chakraborti*, Sailik Sengupta*, Subbarao Kambhampati
ICAPS, 2018 System Demo (Also to be presented at the UISP Workshop @ ICAPS, 2018)
Decomposable Intents in Goal-Directed Conversations: Dataset and Challenges for End-to-End Learning
Sailik Sengupta, Rashmi Gangadharaiah, Ajay Mishra, Mona Diab
WeCNLP Summit, 2018 (Retracted)
🗓 2017
RADAR - A Proactive Decision Support System for Human-in-the-Loop Planning
Sailik Sengupta, Tathagata Chakraborti, Sarath Sreedharan, Satya Gautam Vadlamudi, Subbarao Kambhampati
AAAI Fall Symposium on Human-Agent Groups, 2017
ICAPS, 2017 System Demo (Was also presented at the UISP Workshop @ ICAPS, 2017)
A Game Theoretic Approach to Strategy Generation for Moving Target Defense in Web Applications
Sailik Sengupta, Satya Gautam Vadlamudi, Subbarao Kambhampati, Adam Doupé, Ziming Zhao, Marthony Taguinod, Gail-Joon Ahn
AAMAS, 2017 (Also presented at ADVERSE workshop @ AAMAS, 2017)
Moving Target Defense: A Symbiotic Framework for AI & Security
Sailik Sengupta
AAMAS (DC), 2017
🗓 2016
Compliant Conditions for Polynomial Time Approximation of Operator Counts
Tathagata Chakraborti, Sarath Sreedharan, Sailik Sengupta, T. K. Satish Kumar and Subbarao Kambhampati
SoCS, 2016
Moving Target Defense For Web Applications Using Bayesian Stackelberg Games
Satya Gautam Vadlamudi, Sailik Sengupta, Subbarao Kambhampati, Marthony Taguinod, Ziming Zhao, Adam Doupé, Gail-Joon Ahn
AAMAS, 2016
🗓 Past
Application of worker-manager model to genomic networks for identifying key regulators in Glioblastoma
worked with Debarka Sengupta and Sangamitra Bandhopadhyay
An improved fuzzy clustering method using modified Fukuyama-Sugeno cluster validity index
Sailik Sengupta, Soham De, Amit Konar, R. Janarthanan
ReTIS, 2010