Camlis Org

@CamlisOrg

Conference on Applied Machine Learning for Information Security

Washington, DC

Camlis Org
@CamlisOrg
Oct 23
That ends our technical sessions for CAMLIS 2026; thanks for joining us, whether online or in person! Wrapup starts in just a moment, and keep an eye on this account for information about our 10th(!) CAMLIS in 2027.
Camlis Org
@CamlisOrg
Oct 23
Bonus meme from hallway con: IYKYK
Camlis Org
@CamlisOrg
Oct 23
Last but certainly not least, Mahmoud Abdelfattah wraps up our Guardrails and Defense track with "kNNGuard: Turning LLM Hidden Activations into a Training-Free Configurable Guardrail", bringing classical clustering and mechanistic interpretability together for better guardrails.
2
Camlis Org
@CamlisOrg
Oct 23
Andy Hsu presents our third talk in Guardrails and Defense, "What Counts as PII? Constitutional Targets for Broad, Efficient Identifier Detection" -- making detection of Personally Identifiable Information more repeatable, measurable, and robust.
1
Camlis Org
@CamlisOrg
Oct 23
Talk two of the Guardrails and Defense session is "Hardening ML Malware Classifiers Against Adversarial Evasion: Systematic Benchmarking and Covariate Shift Correction" with Mihai Nechita, making the next move in the malware detection cat-and-mouse game.

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