Making Paper Reviewing Robust to Bid Manipulation Attacks — mentioned by cg563

Wed, 26 May 2021 22:41:12 GMT

We actually have a paper at ICML this year on exactly defending against these collusion rings: https://arxiv.org/abs/2102.06020 One critical vulnerability in the current reviewing pipeline is that the reviewer assignment algorithm places too much weight on the bids. Imagine if you bid on only your friend's paper. The assignment system, if they assign you to any paper at all, is highly likely to assign you to your friend's paper. If you register duplicate accounts or if there are enough colluders, the chance of being assigned to that paper is extremely high. Fortunately, this is also easy to…

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Making Paper Reviewing Robust to Bid Manipulation Attacks · HackerPapers discussions

Making Paper Reviewing Robust to Bid Manipulation Attacks — mentioned by cg563