BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain · HackerPapers discussions

BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain — mentioned by esalman

Mon, 31 Jul 2023 19:17:00 GMT

Nice, thanks. I knew of arxiv vanity as well- https://www.arxiv-vanity.com/papers/1708.06733/

Paper and discussion history. A mention is not an endorsement.

BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain — mentioned by moyix

Sat, 25 Feb 2023 23:03:21 GMT

Adversarial attacks are inference-time, backdoors are training time. This paper isn't the first to propose the idea of backdooring DNNs (I believe our paper [1], concurrently with a couple others [2,3], did that). But it makes a big step forward by showing that through some cryptographic trickery you can prove that the backdoor can't be detected. [1] https://arxiv.org/abs/1708.06733 [2] https://www.ndss-symposium.org/wp-content/uploads/2018/02/nd... [3] https://arxiv.org/abs/1712.05526

Paper and discussion history. A mention is not an endorsement.

BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain — mentioned by alexott

Sun, 29 Oct 2017 08:12:04 GMT

Related article: "BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain" (https://arxiv.org/abs/1708.06733)

Paper and discussion history. A mention is not an endorsement.

BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain — HN submission

Fri, 13 Oct 2017 14:57:49 GMT

Vulnerabilities in the machine learning model supply chain

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain — HN submission

Fri, 25 Aug 2017 15:29:55 GMT

BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain — HN submission

Wed, 23 Aug 2017 13:57:42 GMT

BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

5 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.