Automated Verification of Soundness of DNN Certifiers
Fuente:
arXiv
Saved in:
| Main Authors: | Singh, Avaljot, Sarita, Yasmin Chandini, Mendis, Charith, Singh, Gagandeep |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ConstraintFlow: A DSL for Specification and Verification of Neural Network Analyses
by: Singh, Avaljot, et al.
Published: (2024)
by: Singh, Avaljot, et al.
Published: (2024)
A Tensor-Based Compiler and a Runtime for Neuron-Level DNN Certifier Specifications
by: Singh, Avaljot, et al.
Published: (2025)
by: Singh, Avaljot, et al.
Published: (2025)
Cost-Driven Synthesis of Sound Abstract Interpreters
by: Gu, Qiuhan, et al.
Published: (2025)
by: Gu, Qiuhan, et al.
Published: (2025)
Dias: Dynamic Rewriting of Pandas Code
by: Baziotis, Stefanos, et al.
Published: (2023)
by: Baziotis, Stefanos, et al.
Published: (2023)
Efficient Ranking Function-Based Termination Analysis with Bi-Directional Feedback
by: Sarita, Yasmin, et al.
Published: (2024)
by: Sarita, Yasmin, et al.
Published: (2024)
Lumos: Let there be Language Model System Certification
by: Chaudhary, Isha, et al.
Published: (2025)
by: Chaudhary, Isha, et al.
Published: (2025)
SAIL: Sound Abstract Interpreters with LLMs
by: Gu, Qiuhan, et al.
Published: (2026)
by: Gu, Qiuhan, et al.
Published: (2026)
MINISA: Minimal Instruction Set Architecture for Next-gen Reconfigurable Inference Accelerator
by: Tong, Jianming, et al.
Published: (2026)
by: Tong, Jianming, et al.
Published: (2026)
VTC: DNN Compilation with Virtual Tensors for Data Movement Elimination
by: Hu, Muyan, et al.
Published: (2026)
by: Hu, Muyan, et al.
Published: (2026)
RuleFlow : Generating Reusable Program Optimizations with LLMs
by: Singh, Avaljot, et al.
Published: (2026)
by: Singh, Avaljot, et al.
Published: (2026)
Evolving Abstract Transformers for Gradient-Guided, Adaptable Abstract Interpretation
by: Gomber, Shaurya, et al.
Published: (2025)
by: Gomber, Shaurya, et al.
Published: (2025)
COMET: Neural Cost Model Explanation Framework
by: Chaudhary, Isha, et al.
Published: (2023)
by: Chaudhary, Isha, et al.
Published: (2023)
TensorRight: Automated Verification of Tensor Graph Rewrites
by: Arora, Jai, et al.
Published: (2025)
by: Arora, Jai, et al.
Published: (2025)
ACT: Automatically Generating Compiler Backends from Tensor Accelerator ISA Descriptions
by: Jain, Devansh, et al.
Published: (2025)
by: Jain, Devansh, et al.
Published: (2025)
SPLAT: A framework for optimised GPU code-generation for SParse reguLar ATtention
by: Gupta, Ahan, et al.
Published: (2024)
by: Gupta, Ahan, et al.
Published: (2024)
Relational DNN Verification With Cross Executional Bound Refinement
by: Banerjee, Debangshu, et al.
Published: (2024)
by: Banerjee, Debangshu, et al.
Published: (2024)
Certifying Knowledge Comprehension in LLMs
by: Chaudhary, Isha, et al.
Published: (2024)
by: Chaudhary, Isha, et al.
Published: (2024)
CRANE: Reasoning with constrained LLM generation
by: Banerjee, Debangshu, et al.
Published: (2025)
by: Banerjee, Debangshu, et al.
Published: (2025)
Verification Algorithms for Automated Separation Logic Verifiers
by: Eilers, Marco, et al.
Published: (2024)
by: Eilers, Marco, et al.
Published: (2024)
SynCode: LLM Generation with Grammar Augmentation
by: Ugare, Shubham, et al.
Published: (2024)
by: Ugare, Shubham, et al.
Published: (2024)
DINGO: Constrained Inference for Diffusion LLMs
by: Suresh, Tarun, et al.
Published: (2025)
by: Suresh, Tarun, et al.
Published: (2025)
IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking
by: Ugare, Shubham, et al.
Published: (2024)
by: Ugare, Shubham, et al.
Published: (2024)
Incremental Randomized Smoothing Certification
by: Ugare, Shubham, et al.
Published: (2023)
by: Ugare, Shubham, et al.
Published: (2023)
Towards Automated Verification of LLM-Synthesized C Programs
by: Mukherjee, Prasita, et al.
Published: (2024)
by: Mukherjee, Prasita, et al.
Published: (2024)
NLP Verification: Towards a General Methodology for Certifying Robustness
by: Casadio, Marco, et al.
Published: (2024)
by: Casadio, Marco, et al.
Published: (2024)
Iso-Recursive Multiparty Sessions and their Automated Verification -- Technical Report
by: Giunti, Marco, et al.
Published: (2025)
by: Giunti, Marco, et al.
Published: (2025)
Automated Software Verification of Hyperliveness
by: Beutner, Raven
Published: (2024)
by: Beutner, Raven
Published: (2024)
Automated Verification of Tree-Manipulating Programs Using Constrained Horn Clauses
by: Faella, Marco, et al.
Published: (2024)
by: Faella, Marco, et al.
Published: (2024)
Towards a Certified Proof Checker for Deep Neural Network Verification
by: Desmartin, Remi, et al.
Published: (2023)
by: Desmartin, Remi, et al.
Published: (2023)
A Certified Proof Checker for Deep Neural Network Verification in Imandra
by: Desmartin, Remi, et al.
Published: (2024)
by: Desmartin, Remi, et al.
Published: (2024)
PolyVer: A Compositional Approach for Polyglot System Modeling and Verification
by: Chen, Pei-Wei, et al.
Published: (2025)
by: Chen, Pei-Wei, et al.
Published: (2025)
Tunable Automation in Automated Program Verification
by: Bai, Alexander Y., et al.
Published: (2025)
by: Bai, Alexander Y., et al.
Published: (2025)
Automated Theorem Proving for Prolog Verification
by: Mesnard, Fred, et al.
Published: (2026)
by: Mesnard, Fred, et al.
Published: (2026)
Enforcing Temporal Constraints for LLM Agents
by: Kamath, Adharsh, et al.
Published: (2025)
by: Kamath, Adharsh, et al.
Published: (2025)
SuperCoder: Assembly Program Superoptimization with Large Language Models
by: Wei, Anjiang, et al.
Published: (2025)
by: Wei, Anjiang, et al.
Published: (2025)
Automated Formal Verification of a Software Fault Isolation System
by: Sotoudeh, Matthew, et al.
Published: (2025)
by: Sotoudeh, Matthew, et al.
Published: (2025)
Automated Verification of Monotonic Data Structure Traversals in C
by: Sotoudeh, Matthew
Published: (2025)
by: Sotoudeh, Matthew
Published: (2025)
Towards Trustworthy Automated Program Verifiers: Formally Validating Translations into an Intermediate Verification Language (extended version)
by: Parthasarathy, Gaurav, et al.
Published: (2024)
by: Parthasarathy, Gaurav, et al.
Published: (2024)
FLuRKA: Fast and accurate unified Low-Rank & Kernel Attention
by: Gupta, Ahan, et al.
Published: (2023)
by: Gupta, Ahan, et al.
Published: (2023)
Gradual Verification for Smart Contracts
by: Sun, Haojia, et al.
Published: (2023)
by: Sun, Haojia, et al.
Published: (2023)
Similar Items
-
ConstraintFlow: A DSL for Specification and Verification of Neural Network Analyses
by: Singh, Avaljot, et al.
Published: (2024) -
A Tensor-Based Compiler and a Runtime for Neuron-Level DNN Certifier Specifications
by: Singh, Avaljot, et al.
Published: (2025) -
Cost-Driven Synthesis of Sound Abstract Interpreters
by: Gu, Qiuhan, et al.
Published: (2025) -
Dias: Dynamic Rewriting of Pandas Code
by: Baziotis, Stefanos, et al.
Published: (2023) -
Efficient Ranking Function-Based Termination Analysis with Bi-Directional Feedback
by: Sarita, Yasmin, et al.
Published: (2024)