@cpuodzius

Cybersecurity Engineer | AI for Security Systems | GenAI Alumini @PoliUSP, PhD @Inria Building (and breaking) intelligent systems Doveryai, no proveryai.

 Rennes, France
cpuodzius.com
Joined June 2016
  • Tweets1.4K
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  • Followers525
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Long time no post 😅 To kick off 2026, I finally launched my website 🎉 👉 cpuodzius.com Projects, professional work, and a blog on cybersecurity, AI, and research. Planning to be more active here going forward 👋

Cassius Puodzius — Cybersecurity & AI Engineer | Projects & Insights

Projects and writing on cybersecurity, AI, machine learning, and intelligent systems — focused on building real-world, secure, and practical solutions.

cpuodzius.com
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Eu não sei se é um título de paper ou um insulto 😝😅
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The biggest shift in AI security isn’t the models. It’s the architecture around them. Agents now act like privileged users. And we’re connecting them directly to sensitive systems… That’s the new attack surface. Wrote a deeper analysis here: cpuodzius.com/en/blog/ai-hel…

AI Helpers Are the New Attack Surface

Last week’s security stories point to a clear shift: attackers are moving upstream into the tools meant to help us move faster such as AI assistants, automation platforms, and developer pipelines....

cpuodzius.com
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New post (finally sharing it 😅): Been thinking a lot about how we moved from basic AI principles to autonomous agents. Wrote a deep dive connecting the dots: AI: From First Principles to Agents cpuodzius.com/en/blog/ai-fir…

Artificial Intelligence: From First Principles to Agents

A structured mental map of modern AI — from supervised learning and representation learning to transformers and large language models — designed for those who want conceptual clarity without the hype.

cpuodzius.com
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Isso é realmente capaz de mudar a maneira que trabalhamos... vejamos na prática se funciona
Satya Nadella
@satyanadella19 May 2025
Replying to @satyanadella
1. Coding agent: We are taking GitHub Copilot from being a pair programmer to peer programmer. You now have a full coding agent built right into GitHub. You can assign it issues – whether it’s bug fixes, new features, or ongoing code maintenance. And it will complete these tasks autonomously.
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Se a finalidade do bloqueio do Twitter era a censura, o que justifica o desbloqueio assim que as decisões judiciais foram cumpridas?
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Cassius Puodzius retweeted
Mind The Sec@MindTheSec22 Apr 2024
Palestrante confirmado! Cassius é Especialista em cybersecurity com foco em análise de malware e Doutor pelo Institut National de Recherche en Informatique et en Automatique (INRIA). Garanta seu ingresso para a edição histórica de 10 anos do Mind The Sec! bit.ly/3Up06nd
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Cassius Puodzius retweeted
Binni Shah
@binitamshah5 May 2024
Implementing a ChatGPT-like LLM from scratch, step by step : github.com/rasbt/LLMs-from-s…
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On Monday (19/12) I’ll be presenting my thesis defense on *Data-Driven Malware Classification Assisted by Machine Learning Methods*. It stars at 14h CET and I’ll be streaming it live on Youtube. Here is the link: youtu.be/3MnqPmJim_U Cya 🙂✌️
IRISA@irisa_lab16 Dec 2022
Lundi Soutenance de #thèse #doctorat #PhD #Rennes - Equipe de recherche DIVERSE @DiverSE_inria @cpuodzius @Inria_Rennes #infosec #malware #ThreatIntel ➕irisa.fr/date/2022-12/classi…
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Thanks @Mezzoforte_band for spending 4,805 minutes with me in 2022. I couldn’t stop listening to Nightfall. #SpotifyWrapped open.spotify.com/artist/53Ll…

Mezzoforte

Artist · 59.2K monthly listeners.

open.spotify.com
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Alea jacta est
Nunca recebi um e-mail tão sucinto! ⁦@IBM⁩
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Cassius Puodzius retweeted
Alex Strasser@AStrasser1162 Oct 2022
How to download academic papers and books for free
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Discutiram também quando que pode voltar a debater o tema tecnicamente e com seriedade? :)
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Cassius Puodzius retweeted
Tom M Mitchell@tommmitchell11 Aug 2022
Pleased to announce that my Machine Learning textbook is now a free download -- enjoy! tinyurl.com/mtzuckhy
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Cassius Puodzius retweeted
Fê@iuserneime11 Aug 2022
Replying to @bicmuller
O próprio hospital não deveria ser responsabilizado, bic? Como um golpista tem os dados dos contatos de todos os internados?
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É incrível que o Facebook ainda não use encriptação e2e no Messenger. Se não o fazem, é porque deve ser bem útil para o ls negócios ter as mensagens dos usuários em claro em seus servidores. Ainda bem que não envio nenhuma mensagem pelo Messenger há bastante tempo. #Signal
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Amanhã completo 4 anos e 5 meses na França, mas o @mribeirodantas teve a ideia antes 😅 Mesmo assim, se puder ajudar, posso também responder perguntas…
Diego F. Aranha 🕷️@dfaranha27 Jun 2022
Já que estamos à toa enquanto o código compila e roda, completo essa semana 4 anos na Dinamarca e posso responder perguntas sobre aqui também. xitter.cf/mribeirodantas/status/…
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Nada como um parque tecnológico bem atualizado!
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