Tootfinder

#LB "Lennon would play Gollum, Paul McCartney would play Frodo, George Harrison would be Gandalf and Ringo Starr would play Sam." Imagina a bizarrice que teria sido um Senhor dos Anéis com os Beatles rs.
https://…

from my link log —
Benchmarking symmetric encryption (AEAD) in Rust.
https://kerkour.com/rust-symmetric-encryption-aead-benchmark/
saved 2021-11-11

Benchmarking symmetric encryption (AEAD) in Rust
As we saw last week, when performing symmetric encryption you should use Authenticated Encryption with Additional Data (AEAD) which provides stronger guarantees than block ciphers.

Kumulativer Zubau von #Balkonsolarleistung in #Deutschland mit Stand vom 22.05.2026.
Die summierte Leistung aller offiziell registrierten #Steckersolaranlagen beträgt b…

Rascher und umfangreicher als geplant: Größte 3D-Karte des Universums ist fertig
2021 hat das Instrument DESI mit der Arbeit an der größten dreidimensionalen Karte des Universums begonnen. Sie ist jetzt fertig und viel größer als geplant.

Visibility nowcasting in South Korea: a machine learning approach to class imbalance and distribution shift
Bong Gyun Shin, Chan Sik Lee, Hyesun Suh
https://arxiv.org/abs/2605.21507 https://arxiv.org/pdf/2605.21507 https://arxiv.org/html/2605.21507
arXiv:2605.21507v1 Announce Type: new
Abstract: Atmospheric visibility is a critical variable for transportation safety and air quality management, however, accurate prediction remains challenging due to the complex interactions between meteorological conditions and air pollutants, as well as the rarity of low-visibility events. This study introduces a machine learning framework to nowcast visibility in six major South Korean cities. To handle the imbalance in the 2018-2020 training data, we applied the Synthetic Minority Over-sampling Technique with Nominal and Continuous (SMOTENC) and Conditional Tabular Generative Adversarial Network (CTGAN). An ensemble approach combining machine learning and deep learning models was then used and evaluated on a 2021 test dataset. The results revealed a marked decline in predictive performance in the test set compared to the cross-validation phase. This degradation was attributed to a distributional shift between training and testing periods, which was quantitatively confirmed by measuring the Wasserstein distance of the most influential feature identified by SHAP analysis. In general, this study presents a methodology that aims to simultaneously address the dual challenges of data imbalance and temporal distributional shifts, and emphasizes the necessity of accounting for evolving external environmental factors when implementing nowcasting models on time-series data.
toXiv_bot_toot

from my link log —
Correct register allocation in Cranelift by fuzzing with a symbolic checker.
https://cfallin.org/blog/2021/03/15/cranelift-isel-3/
saved 2021-03-16

Anzahl der registrierten #Balkonkraftwerke in #Deutschland mit Stand vom 22.05.2026.
Der aktuelle Höchststand liegt bei 1347447 registrierten Anlagen.
Unplausible Inbetriebnahmedaten von 1900 bis 2017 wurden durch das Registrierungsdatum der

Coupang reports Q1 revenue up 8% YoY to $8.5B and a net loss of $266M following a 2025 Korean customer data breach, its largest loss since Q4 2021 (The Korea Herald)
https://www.koreaherald.com/article/10731616

Coupang swings to net loss in Q1 amid fallout from data breach - The Korea Herald
US-listed e-commerce giant Coupang Inc. said Wednesday it swung to a net loss in the first quarter amid fallout from a massive customer data breach in South Kor

from my link log —
Tvix: we are rewriting Nix.
https://tvl.fyi/blog/rewriting-nix
saved 2021-12-02 https://dotat.at/:/4DHF7.html

from my link log —
Phase-in codes.
https://hbfs.wordpress.com/2008/09/02/phase-in-codes/
saved 2021-07-03 https://dotat.at…

Phase-in Codes
Once in a while, we have to encode a series of values to memory or file, of which we know either very little about, distribution-wise, or are very close to being drawn from an uniform random variab…

from my link log —
Waiting for PostgreSQL 14: SEARCH and CYCLE clauses.
https://www.depesz.com/2021/02/04/waiting-for-postgresql-14-search-and-cycle-clauses/
saved 2021-03-05

from my link log —
An exploration of JSON interoperability vulnerabilities.
https://labs.bishopfox.com/tech-blog/an-exploration-of-json-interoperability-vulnerabilities
saved 2021-02-25

An Exploration & Remediation of JSON Interoperability Vulnerabilities
Learn more about how the same JSON document can be parsed with different values across microservices, leading to a variety of potential security risks.

from my link log —
Can we trust Microsoft with Open Source?
https://dusted.codes/can-we-trust-microsoft-with-open-source
saved 2021-10-23

Can we trust Microsoft with Open Source?
Programming, Coffee and Indie Hacking

from my link log —
Exploit a binary with sigreturn oriented programming (SROP).
https://rog3rsm1th.github.io/posts/sigreturn-oriented-programming/
saved 2021-06-22