activity
20082023
most citedTesting Deep Neural Networks

173 citations · 655 across the 66 of their papers we have counts for

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Showing cs.LOShow all

19 papers · 1 filter

cs.LO2020★ 1 cited

CounterExample Guided Neural Synthesis

Elizabeth Polgreen, Ralph Abboud, Daniel Kroening

Program synthesis is the generation of a program from a specification. Correct synthesis is difficult, and methods that provide formal guarantees suffer from scalability issues. On…

cs.LO2019

Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees

Mohammadhosein Hasanbeig, Yiannis Kantaros, Alessandro Abate +3

Reinforcement Learning (RL) has emerged as an efficient method of choice for solving complex sequential decision making problems in automatic control, computer science, economics,…

cs.LO2018★ 1 cited

Benchmarking of Java Verification Tools at the Software Verification Competition (SV-COMP)

Lucas Cordeiro, Daniel Kroening, Peter Schrammel

Empirical evaluation of verification tools by benchmarking is a common method in software verification research. The Competition on Software Verification (SV-COMP) aims at standard…

cs.LO2017★ 1 cited

Efficient Verification of Multi-Property Designs (The Benefit of Wrong Assumptions) (Extended Version)

Eugene Goldberg, Matthias Gudemann, Daniel Kroening +1

We consider the problem of efficiently checking a set of safety properties P1,....,Pk of one design. We introduce a new approach called JA-verification where JA stands for "Just-As…

cs.LO2017

Lifting CDCL to Template-based Abstract Domains for Program Verification

Rajdeep Mukherjee, Peter Schrammel, Leopold Haller +2

The success of Conflict Driven Clause Learning (CDCL) for Boolean satisfiability has inspired adoption in other domains. We present a novel lifting of CDCL to program analysis call…

cs.LO2016★ 2 cited

Verification of the Tree-Based Hierarchical Read-Copy Update in the Linux Kernel

Lihao Liang, Paul E. McKenney, Daniel Kroening +1

Read-Copy Update (RCU) is a scalable, high-performance Linux-kernel synchronization mechanism that runs low-overhead readers concurrently with updaters. Production-quality RCU impl…