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Linkstream
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Various links I find interesting. Mostly hardcore tech :) // by @oleksandr_now. See @notatky for the personal stuff
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Practical attack on SHA-1: https://shattered.io/
TLDR: if you use Win7/WinXP/Server 2008R2/2003 - turn RDP off and install updates. NOW.
___________

Windows Remote Desktop is surprisingly secure, given its complexity, up to the point that most "RDP vulnerabilities" were in alternative clients, not servers. For almost 20 years.
Until now.

Given that MS is backporting these patches even for Windows XP, which is unsupported for many years already, it's serious.

https://twitter.com/GossiTheDog/status/1128348383704485895
Information Dropout: Learning Optimal
Representations Through Noisy Computation

> ... this establishes
a connection between information theoretic and Bayesian representations, where the former explains the use of a multiplier used in practice but unexplained by Bayesian theory

https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8253482
ASPLOS'19 // Boosted race trees for low energy classification
Innovation requires constraints, as they say. Here we go, a different machine learning hardware architecture, as performance of von Neumann CPUs isn't improving for years already. Things are getting interesting.
https://sites.cs.ucsb.edu/~sherwood/pubs/ASPLOS-19-racetree.pdf
Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm ('16)
I certainly have a special feeling for non-parametric algorithms. They're kinda fire-and-forget, you plug them in and they work, maybe not as good as with carefully tuned parameters, but you don't need to tune them again and again, which is a big deal.
https://www.gagolewski.com/publications/2016genie.pdf
what phenomena neural net optimizers can and can't generalize?
> Understanding Generalization through Visualizations
https://arxiv.org/pdf/1906.03291v2.pdf
TIL there are mining operations as deep as 3.9 km underground. Also, elevators going 58 kmh!
https://en.wikipedia.org/wiki/TauTona_Mine
OS X <=10.14.5 0day Gatekeeper bypass
TLDR: you can create a ZIP archive with "CoolPicture.JPG.аpp" inside, it will look like JPG and launch without warnings; PoC available too (90day disclosure timeline expired)
https://www.fcvl.net/vulnerabilities/macosx-gatekeeper-bypass
https://tabnine.com/blog/deep -> junior/middle level programmers' salaries down in 3..2..1..