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Re: Machine Learning and Dimensions and stuff


From: Parity <pty.err () gmail com>
Date: Sat, 22 Nov 2014 11:43:55 -0800

Does anyone know where those of us in the peanut gallery can find a working
link to this talk? The vimeo link is dead.
On Nov 22, 2014 11:39 AM, "Halvar Flake" <HalVar () gmx de> wrote:

Hey there,


The implications are though, that even if the adversary adapts, that the
ML analytic is forcing the adversary to operate in a smaller space to avoid
appearing >anomalous. I consider anything that can shift the balance of
cost from the defender to the adversary to be wildly successful.

No objection that ML-based detections will shift the burden of changing
something to the attacker. I just predict that long-term success is heavily
dependent on being able to keep access to the actual classifier out of the
attackers' hands.

Cheers,
Halvar

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