Tootfinder

Behold :) My new #cybersecurity talk is ready and you can see it in the best events around you.
Title: The archetypes of the attackers.
Summary: This talk will lead you on a journey to discover the archetypes of attackers, the tools they use, their motivations for targeting what you've built, and how a geopolitical shift can alter their interest in your resources.

Bogomil Shopov - Бого's Speaker Profile
Human. Artist. Hacker. I care about free and open-source software(F/LOSS), cybersecurity, ethical design, privacy, and technology. 20+ experience in t...

I decided to share some of my observations that would benefit you if you are building applications: a deep dive session into the archetypes of attackers.
This session is for people who are developing software of any kind. It could be an API endpoint, a blog, or a complex application used by millions.
Join in or share with smart people.
Let me help you!

The scary thing about MAGA isn’t that it’s obviously evil—it’s that it’s appealing to people who think they’re good.
It offers them a way to feel righteous about their resentments, patriotic about their prejudices, and principled about their selfishness.
https://www.techdirt.com/2025/07/08/who-go

Who Goes MAGA?
With apologies to Dorothy Thompson, whose 1941 essay in Harper’s, “Who Goes Nazi?” remains a worthwhile read on the cultural archetypes of who is drawn to fascism, and who would never go down such …

Niclas Tamas – Roads through the Mirror – 2. Nostalgia: The Mirror’s Longing
https://www.clongclongmoo.org/2025/06/16/niclas-tamas-roads-through-the-mirror-2-nostalgia-the-mirrors-longing/

Incorporating Fairness Constraints into Archetypal Analysis
Aleix Alcacer, Irene Epifanio
https://arxiv.org/abs/2507.12021 https://ar…

Incorporating Fairness Constraints into Archetypal Analysis
Archetypal Analysis (AA) is an unsupervised learning method that represents data as convex combinations of extreme patterns called archetypes. While AA provides interpretable and low-dimensional representations, it can inadvertently encode sensitive attributes, leading to fairness concerns. In this work, we propose Fair Archetypal Analysis (FairAA), a modified formulation that explicitly reduces the influence of sensitive group information in the learned projections. We also introduce FairKerne…

Archetypes & Myths: ERAH Graduate Conference 2025
https://ift.tt/mlNHySQ
updated: Tuesday, June 10, 2025 - 1:57pmfull name / name of organization: Engaging Research Across…
via Input 4 RELCFP

Archetype-Aware Predictive Autoscaling with Uncertainty Quantification for Serverless Workloads on Kubernetes
Guilin Zhang, Srinivas Vippagunta, Raghavendra Nandagopal, Suchitra Raman, Jeff Xu, Marcus Pfeiffer, Shree Chatterjee, Ziqi Tan, Wulan Guo, Hailong Jiang
https://arxiv.org/abs/2507.05653

Archetype-Aware Predictive Autoscaling with Uncertainty Quantification for Serverless Workloads on Kubernetes
High-performance extreme computing (HPEC) platforms increasingly adopt serverless paradigms, yet face challenges in efficiently managing highly dynamic workloads while maintaining service-level objectives (SLOs). We propose **AAPA**, an archetype-aware predictive autoscaling system that leverages weak supervision to automatically classify 300\,000\,+ workload windows into four archetypes (PERIODIC, SPIKE, RAMP, STATIONARY\_NOISY) with 99.8\% accuracy. Evaluation on publicly available Azure Func…

exoatlas: friendly Python code for exoplanet populations
Zach K. Berta-Thompson, Patcharapol Wachiraphan, Autumn Stephens, Mirielle Caradonna, Catriona Murray, Valerie Arriero, Jackson Avery, Girish M. Duvvuri, Sebastian Pineda
https://arxiv.org/abs/2507.02210

exoatlas: friendly Python code for exoplanet populations
Planets are complicated. Understanding how they work requires connecting individual objects to the context of broader populations. Exoplanets are easier to picture next to their closest Solar System archetypes, and planets in the Solar System are richer when seen alongside a growing community of known exoplanets in the Milky Way. The `exoatlas` toolkit provides a friendly Python interface for retrieving and working with populations of planets, aiming to simplify the process of placing worlds in…

Archetypes & Myths: ERAH Graduate Conference 2025
https://ift.tt/MWXo3c1
updated: Tuesday, June 10, 2025 - 1:57pmfull name / name of organization: Engaging Research Across…
via Input 4 RELCFP