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researcher

Peter A. Beling

8 papers hereh-index 596 citations28 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4
  • last author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.LG2
  • cs.CL1
  • cs.CR1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedFrom Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing

2 citations · 4 across the 7 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.CR2024

Defense against Joint Poison and Evasion Attacks: A Case Study of DERMS

Zain ul Abdeen, Padmaksha Roy, Ahmad Al-Tawaha +6

There is an upward trend of deploying distributed energy resource management systems (DERMS) to control modern power grids. However, DERMS controller communication lines are vulner…

cs.LG2024

A Systems Theoretic Approach to Online Machine Learning

Anli du Preez, Peter A. Beling, Tyler Cody

The machine learning formulation of online learning is incomplete from a systems theoretic perspective. Typically, machine learning research emphasizes domains and tasks, and a pro…

cs.SE2024

On Extending the Automatic Test Markup Language (ATML) for Machine Learning

Tyler Cody, Bingtong Li, Peter A. Beling

This paper addresses the urgent need for messaging standards in the operational test and evaluation (T&E) of machine learning (ML) applications, particularly in edge ML application…

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