Susmit Jha
According to our database^{1},
Susmit Jha
authored at least 42 papers
between 2006 and 2019.
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Bibliography
2019
Sherlock  A tool for verification of neural network feedback systems: demo abstract.
Proceedings of the 22nd ACM International Conference on Hybrid Systems: Computation and Control, 2019
Trust, Resilience and Interpretability of AI Models.
Proceedings of the Numerical Software Verification  12th International Workshop, 2019
Inferring and Conveying Intentionality: Beyond Numerical Rewards to Logical Intentions.
Proceedings of the Papers of the 2019 Towards Conscious AI Systems Symposium colocated with the Association for the Advancement of Artificial Intelligence 2019 Spring Symposium Series (AAAI SSS19), 2019
2018
Safe Autonomy Under Perception Uncertainty Using ChanceConstrained Temporal Logic.
J. Autom. Reasoning, 2018
Toward an Internet of Battlefield Things: A Resilience Perspective.
IEEE Computer, 2018
Learning Task Specifications from Demonstrations.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Output Range Analysis for Deep Feedforward Neural Networks.
Proceedings of the NASA Formal Methods  10th International Symposium, 2018
Detecting Adversarial Examples Using Data Manifolds.
Proceedings of the 2018 IEEE Military Communications Conference, 2018
Will Distributed Computing Revolutionize Peace? The Emergence of Battlefield IoT.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
DualityBased Nested Controller Synthesis from STL Specifications for Stochastic Linear Systems.
Proceedings of the Formal Modeling and Analysis of Timed Systems, 2018
Model, Data and Reward Repair: Trusted Machine Learning for Markov Decision Processes.
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018
Data Efficient Learning of Robust Control Policies.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018
Learning and Verification of Feedback Control Systems using Feedforward Neural Networks.
Proceedings of the 6th IFAC Conference on Analysis and Design of Hybrid Systems, 2018
2017
Machine Learning and Formal Method (Dagstuhl Seminar 17351).
Dagstuhl Reports, 2017
A theory of formal synthesis via inductive learning.
Acta Inf., 2017
TeLEx: Passive STL Learning Using Only Positive Examples.
Proceedings of the Runtime Verification  17th International Conference, 2017
On Learning Sparse Boolean Formulae for Explaining AI Decisions.
Proceedings of the NASA Formal Methods  9th International Symposium, 2017
2016
Automated Synthesis of Safe Autonomous Vehicle Control Under Perception Uncertainty.
Proceedings of the NASA Formal Methods  8th International Symposium, 2016
On Optimal Control of Stochastic Linear Hybrid Systems.
Proceedings of the Formal Modeling and Analysis of Timed Systems, 2016
On ∃ ∀ ∃! solving: A case study on automated synthesis of magic card tricks.
Proceedings of the 2016 Formal Methods in ComputerAided Design, 2016
2015
Optimizing mobile display brightness by leveraging human visual perception.
Proceedings of the 2015 International Conference on Compilers, 2015
2014
Parameter discovery in stochastic biological models using simulated annealing and statistical model checking.
IJBRA, 2014
Discovering rare behaviours in stochastic differential equations using decision procedures: applications to a minimal cell cycle model.
IJBRA, 2014
Are There Good Mistakes? A Theoretical Analysis of CEGIS.
Proceedings of the Proceedings 3rd Workshop on Synthesis, 2014
Game theoretic secure localization in wireless sensor networks.
Proceedings of the 4th International Conference on the Internet of Things, 2014
CAPED: Contextaware personalized display brightness for mobile devices.
Proceedings of the 2014 International Conference on Compilers, 2014
2012
Synthesis of insulin pump controllers from safety specifications using Bayesian model validation.
IJBRA, 2012
Parameter discovery for stochastic biological models against temporal behavioral specifications using an SPRT based Metric for simulated annealing.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012
Decision procedure based discovery of rare behaviors in Stochastic Differential Equation models of biological systems.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012
2011
Towards Automated System Synthesis Using SCIDUCTION.
PhD thesis, 2011
Synthesis of loopfree programs.
Proceedings of the 32nd ACM SIGPLAN Conference on Programming Language Design and Implementation, 2011
Synthesis of optimal switching logic for hybrid systems.
Proceedings of the 11th International Conference on Embedded Software, 2011
2010
Oracleguided componentbased program synthesis.
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010
Synthesizing switching logic for safety and dwelltime requirements.
Proceedings of the ACM/IEEE 1st International Conference on CyberPhysical Systems, 2010
Automating Security Mediation Placement.
Proceedings of the Programming Languages and Systems, 2010
2009
Localizing transient faults using dynamic bayesian networks.
Proceedings of the IEEE International High Level Design Validation and Test Workshop, 2009
On voting machine design for verification and testability.
Proceedings of the 2009 ACM Conference on Computer and Communications Security, 2009
Beaver: Engineering an Efficient SMT Solver for BitVector Arithmetic.
Proceedings of the Computer Aided Verification, 21st International Conference, 2009
2008
Random Relaxation Abstractions for Bounded Reachability Analysis of Linear Hybrid Automata: Distributed Randomized Abstractions in Model Checking.
Proceedings of the 11th IEEE High Assurance Systems Engineering Symposium, 2008
Randomization Based Probabilistic Approach to Detect Trojan Circuits.
Proceedings of the 11th IEEE High Assurance Systems Engineering Symposium, 2008
2007
Symbolic Reachability Analysis of Lazy Linear Hybrid Automata.
Proceedings of the Formal Modeling and Analysis of Timed Systems, 2007
2006
Adapting Biochemical Kripke Structures for Distributed Model Checking.
, 2006