Pump and Dumps in the Bitcoin Era: Real Time Detection of Cryptocurrency Market Manipulations · HackerPapers discussions

Pump and Dumps in the Bitcoin Era: Real Time Detection of Cryptocurrency Market Manipulations — mentioned by willmeyers

Thu, 14 Jan 2021 22:54:58 GMT

I'm making a job board for local businesses to post listings as well as for people to find jobs working for small businesses. It's mainly for a portfolio piece, but I'm having fun making it. I'm also going through and implementing this paper https://arxiv.org/pdf/2005.06610.pdf

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Pump and Dumps in the Bitcoin Era: Real Time Detection of Cryptocurrency Market Manipulations — HN submission

Sat, 09 Jan 2021 22:17:44 GMT

Pump and Dumps in the Bitcoin Era

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

Pump and Dumps in the Bitcoin Era: Real Time Detection of Cryptocurrency Market Manipulations — mentioned by dgellow

Sat, 09 Jan 2021 19:05:43 GMT

For a better approach, you can check this paper from 2020: https://arxiv.org/pdf/2005.06610.pdf. Quote from the paper: > Not only our performances are considerably better than theirs, we score 93.1% of precision and 91.4% recall against their 50.1% precision and 75.0% recall, but our detector is also faster.

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Pump and Dumps in the Bitcoin Era: Real Time Detection of Cryptocurrency Market Manipulations — mentioned by dgellow

Sat, 09 Jan 2021 19:02:13 GMT

If people are interested in the topic, a more recent paper from 2020 is "Pump and Dumps in the Bitcoin Era: Real Time Detection of Cryptocurrency Market Manipulations", available at https://arxiv.org/pdf/2005.06610.pdf. The researchers got some very good results (their detection tools has a precision of 93.1% with 91.4% recall), and made their data set publicly available on github.

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

Pump and Dumps in the Bitcoin Era: Real Time Detection of Cryptocurrency Market Manipulations — HN submission

Thu, 07 Jan 2021 17:17:19 GMT

Pump and Dumps in the Bitcoin Era: Real Time Detection of Market Manipulations

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