#mlsec — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #mlsec, aggregated by home.social.
-
How can you measure security in #ML systems? Maybe similarly to the way we measure security in software systems. #swsec #appsec
BIML wrote about this in a new report released today: https://berryvilleiml.com/results/
Get your copy now, released for free under a creative commons license.
Applied #MLsec
-
How can you measure security in #ML systems? Maybe similarly to the way we measure security in software systems. #swsec #appsec
BIML wrote about this in a new report released today: https://berryvilleiml.com/results/
Get your copy now, released for free under a creative commons license.
Applied #MLsec
-
@danielkennedy74 BIML is proud to release a new study today:
No Security Meter for AI
#AI #ML #MLsec #security #infosec #swsec #appsec #LLM #AgenticAI
-
NEW BIML Bibliography entry
https://arxiv.org/abs/2508.02835
Defending Against Knowledge Poisoning Attacks During Retrieval-Augmented Generation
Edemacu, Kennedy, Vinay M. Shashidhar, Micheal Tuape, Dan Abudu, Beakcheol Jang, and Jong Wook Kim
Build random classifier, use it.
-
NEW BIML Bibliography entry
https://arxiv.org/abs/2602.20021
Agents of Chaos
Natalie Shapira, et al.
This is a solid, but very preliminary study of a set of specific agentic AI risks. The philosophy behind this work is driven by red teaming (as opposed to security engineering).
-
NEW BIML Bibliography entry
https://arxiv.org/abs/2510.23166
Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
Philippe Martin Wyder, et al
Overly focused on two particular problems, and the authors build unique metrics for each one (forecasting). Polluted by ImageNet paradigm and protein folding...both closed domains. Bottom line: lots of deep confusion about models.
#DON'TBOTHER #Evaluation #MLsec