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All existing distillation-attack defenses are claimed to be evaluated after distillation

The original author makes the claim while sharing recent work in a reposted message.

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2 Sources, 20d ago, first seen 20d ago

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An author sharing recent work claims that all existing defenses against distillation attacks are evaluated after distillation. The message was reposted without added commentary.

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2 Sources, first seen 20d ago

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@shidan_javaheriExcited to share our recent work! All existing defenses against distillation attacks are evaluated after distillation, implicitly assuming no further RL training. We find this makes existing evals give a false sense of security, and that RL makes simple attacks effective20d

@yaringalRT @shidan_javaheri: Excited to share our recent work! All existing defenses against distillation attacks are evaluated after distillation…20d

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2 Sources, first seen 20d ago

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10 reposts

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10 reposts

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2 Sources

@shidan_javaheriExcited to share our recent work! All existing defenses against distillation attacks are evaluated after distillation, implicitly assuming no further RL training. We find this makes existing evals give a false sense of security, and that RL makes simple attacks effective20d

@yaringalRT @shidan_javaheri: Excited to share our recent work! All existing defenses against distillation attacks are evaluated after distillation…20d

2 Sources

@shidan_javaheriExcited to share our recent work! All existing defenses against distillation attacks are evaluated after distillation, implicitly assuming no further RL training. We find this makes existing evals give a false sense of security, and that RL makes simple attacks effective20d

@yaringalRT @shidan_javaheri: Excited to share our recent work! All existing defenses against distillation attacks are evaluated after distillation…20d

2 Sources

@shidan_javaheriExcited to share our recent work! All existing defenses against distillation attacks are evaluated after distillation, implicitly assuming no further RL training. We find this makes existing evals give a false sense of security, and that RL makes simple attacks effective20d

@yaringalRT @shidan_javaheri: Excited to share our recent work! All existing defenses against distillation attacks are evaluated after distillation…20d