Alice Teodorescu

Posts by this author

• 

  Milestones

  Year in review: from routine to results in 2025

  Security teams had to cover more assets, respond to more CVEs, and explain more findings to more people than ever. And not just explain them - defend them. In front of clients. In front of auditors. In front of leadership that wants to know what actually changed since the last in-depth test.

  

  Author(s)

  • Alice Teodorescu,
  • Andra Zaharia,
  • Mario Popescu

  Published at

  29 Dec 2025

  Updated at

  24 Feb 2026

• 

  Community wisdom

  What the experts say: Machine learning in offensive security

  In this third installment, we stop talking and start listening. We asked seasoned offensive security professionals how they actually use machine learning in the field. Their verdict? ML works, when it’s focused. From spotting phishing entry points to flagging suspicious authentication patterns, the value is real. But it’s not magic. Used blindly, it adds noise. Used wisely, it accelerates analysts.

  

  Author(s)

  • Alice Teodorescu

  Published at

  26 Jun 2025

  Updated at

  16 Jul 2025