That's correct, from what I've read on the subject: a single pass will do the job, people apply more than one pass in case the first one omitted something. Fact is most agree on one thing: it is impossible to recover data from a hard drive after one pass, provided it was applied correctly. The 35 passes to wipe a disk is an old myth and it has to do with old technologies on which it made some sense. This is no longer the case with the modern hard drives (last 20 years as the excellent Jxself pointed out).

As far as solid state drives: AFAIK wiping those is impossible and the only thing that can give you peace of mind is: FDE (full disk encryption).

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