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Home » Endor Labs Report: Current Large Language Models (LLMs) Not Ready for Malware Detection
Acceleration Economy Minute

Endor Labs Report: Current Large Language Models (LLMs) Not Ready for Malware Detection

Kieron AllenBy Kieron AllenAugust 7, 2023Updated:August 7, 20231 Min Read
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In episode 99 of the Acceleration Economy Minute, Kieron Allen discusses Endor Labs and its new Dependency Management 2023 report. Endor Labs is on our Top 10 Shortlist of Cybersecurity leaders.

This episode is sponsored by Acceleration Economy’s “Cloud Wars Top 10 Course,” which explains how Bob Evans builds and updates the Cloud Wars Top 10 ranking, as well as how C-suite executives use the list to inform strategic cloud purchase decisions. The course is available today.

Highlights

00:44 — One of the key considerations in the report is the rise of Large Language Models (LLMs) and the ability of AI platforms powered by LLMs to classify malware risk. The report concludes that current LLMs can’t reliably assist in malware detection at scale; risk was accurately classified in just 5% of all cases.

Which companies are the most important vendors in cybersecurity? Check out
the Acceleration Economy Cybersecurity
Top 10 Shortlist
.

01:15 — 45% of applications make no calls to security-sensitive APIs in their code base but, when dependencies are included, this drops to 5%. This demonstrates how organizations underestimate risk when they fail to analyze the use of APIs through open-source dependencies.

01:36 — Widespread implementation of ChatGPT and lack of historical data is a recipe for potential attacks. Endor Labs notes the “considerable harm” that can occur if the risks such new software introduces aren’t closely monitored. They can introduce malware and other risks in the software supply chain.


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Analystuser

Kieron Allen

Cloud, AI, Innovation
Cloud Wars analyst

Areas of Expertise
  • Business Apps
  • Cloud
  • Cybersecurity
  • Data
  • LinkedIn

Kieron Allen is a Cloud Wars Analyst examining innovations in, and the future impact of, the latest AI, cloud, cybersecurity, and data technology developments. In his ongoing analyses and video reports, Allen focuses on the platforms, applications, people, and ideas that will mold our digital future. After serving as the Online Editor for BBC Sky at Night Magazine and as the Editorial Assistant for BBC Focus Magazine, Kieron became a freelance journalist in 2015 where his focus on the business technology market became a key passion. Kieron partners with technology start-ups and organizations that share his interests in science, social affairs, non-profit work, fashion and the arts.

  Contact Kieron Allen ...

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