The Inconvenient Truths of Ground Truth for Binary Analysis. (arXiv:2210.15079v1 [cs.CR]) | allinfosecnews.com

Oct. 28, 2022, 1:24 a.m. | Jim Alves-Foss, Varsah Venugopal

cs.CR updates on arXiv.org arxiv.org

The effectiveness of binary analysis tools and techniques is often measured
with respect to how well they map to a ground truth. We have found that not all
ground truths are created equal. This paper challenges the binary analysis
community to take a long look at the concept of ground truth, to ensure that we
are in agreement with definition(s) of ground truth, so that we can be
confident in the evaluation of tools and techniques. This becomes even more …

analysis binary binary analysis truth

More from arxiv.org / cs.CR updates on arXiv.org

Differentially private Bayesian tests 2 days, 13 hours ago | arxiv.org

arxiv confidential cornerstone cs.cr +16

On the Learnability of Watermarks for Language Models 2 days, 13 hours ago | arxiv.org

arxiv ask can cs.cl +12

Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image … 2 days, 13 hours ago | arxiv.org

applications arxiv attack cs.cr +14

On the Reliability of Watermarks for Large Language Models 2 days, 13 hours ago | arxiv.org

arxiv bots cs.cl cs.cr +23

A Watermark for Large Language Models 2 days, 13 hours ago | arxiv.org

arxiv can cs.cl cs.cr +13

Asymmetric Distributed Trust 2 days, 13 hours ago | arxiv.org

abstraction algorithms arxiv can +12

Read Disturbance in High Bandwidth Memory: A Detailed Experimental Study on HBM2 DRAM Chips 2 days, 13 hours ago | arxiv.org

arxiv bandwidth chips cs.ar +5

ABACuS: All-Bank Activation Counters for Scalable and Low Overhead RowHammer Mitigation 2 days, 13 hours ago | arxiv.org

access address area arxiv +17

A Case Study of Large Language Models (ChatGPT and CodeBERT) for Security-Oriented Code Analysis 2 days, 13 hours ago | arxiv.org

analysis arxiv can capabilities +17

Information Assurance Security Specialist (IASS)

@ OBXtek Inc. | United States

View on infosec-jobs.com

Cyber Security Technology Analyst

@ Airbus | Bengaluru (Airbus)

View on infosec-jobs.com

Vice President, Cyber Operations Engineer

@ BlackRock | LO9-London - Drapers Gardens

View on infosec-jobs.com

Cryptography Software Developer

@ Intel | USA - AZ - Chandler

View on infosec-jobs.com

Lead Consultant, Geology

@ WSP | Richmond, VA, United States

View on infosec-jobs.com

BISO Cybersecurity Director

@ ABM Industries | Alpharetta, GA, United States

View on infosec-jobs.com