secml @secml_py
secml: Secure and Explainable Machine Learning in Python Code: https://t.co/DBpnahrKiT Docs: https://t.co/zU7gVynG3y Paper: https://t.co/VniLqlVjC8 gitlab.com/secml/secml Joined January 2020-
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Update SecML Malware 0.2.6: support the SOREL DNN! Thank you @rharang again for releasing it! github.com/pralab/secml_m… #secml #advml #malware #security #research
Now part of FoolBox too!
Join us for our event on Machine Learning Security! Tuesday, March 8th, 2022, at 16:00 CET. Invited talk by Francesco Croce (University of Tübingen). Registration: eventbrite.com/e/machine-lear… YT Live: youtu.be/MrRPTB0ZmJw #adversarial #machinelearning #ai #security #mlsec
Join us for our first seminar event on Machine Learning Security Tomorrow, Dec 7th, 2021, at 15.00 CET 🥳 Invited talk by David Stutz (Max Planck Institute for Informatics). Registration here (free): eventbrite.it/e/machine-lear… YT Live Stream: youtu.be/hJngoKRriO8
We are excited to present our seminar series on Adversarial Machine Learning! We will host David Stutz (Max Planck Institute) for our first event on Dec 7th at 15:00 CET. Free registration here: eventbrite.it/e/biglietti-ma… #adversarial #machinelearning #ai #security
SecML + docker + GUI... it's PandaVision! Cool work by @maurapintor
SecML + docker + GUI... it's PandaVision! Cool work by @maurapintor
The second lecture of the course "Machine Learning Security" is on YouTube: youtu.be/hC1l4MaykzU Topic: Adversarial Examples and defenses. Lecturer: @biggiobattista, @zangobot #MLSec #MachineLearning #AI #adversarial #Malware @adversarial_ML @trustworthy_ml @aivillage_dc
The second lecture of the course "Machine Learning Security" is on YouTube: youtu.be/hC1l4MaykzU Topic: Adversarial Examples and defenses. Lecturer: @biggiobattista, @zangobot #MLSec #MachineLearning #AI #adversarial #Malware @adversarial_ML @trustworthy_ml @aivillage_dc https://t.co/rpAKTMjU4s
We're preparing a short course for PhD students on machine learning security, and open sourcing the content. Any feedback is more than welcome -- towards improving next year's extended edition! github.com/unica-mlsec/ml…
Refactoring is ongoing. Fasten your seatbelts as we'll have fun soon! And star our github repo if you like secml! github.com/pralab/secml
Our article for the @AssureMOSSH2020 WP3, dedicated to continuos analysis and correction of secure code @secml_py (Secure ML Library) is an #opensource #Python library for the security evaluation of #MachineLearning algorithms #cybersecurity #ai #ml @MarcoMelisIT @ambrademontis
Our article for the @AssureMOSSH2020 WP3, dedicated to continuos analysis and correction of secure code @secml_py (Secure ML Library) is an #opensource #Python library for the security evaluation of #MachineLearning algorithms #cybersecurity #ai #ml @MarcoMelisIT @ambrademontis
ALOHA defines a framework for optimizing the design of Deep Learning systems on heterogeneous low-energy computing platforms, and includes adversarial robustness evaluation with @secml_py . Check out the workshop where we show the achievements of this project!
ALOHA defines a framework for optimizing the design of Deep Learning systems on heterogeneous low-energy computing platforms, and includes adversarial robustness evaluation with @secml_py . Check out the workshop where we show the achievements of this project!
Find efficiently minimum-norm Adversarial Examples in different L-p norms with FMN! 🙌 Updated (increasing) list of available implementations: paperswithcode.com/paper/fast-min… @biggiobattista @wielandbr
Find efficiently minimum-norm Adversarial Examples in different L-p norms with FMN! 🙌 Updated (increasing) list of available implementations: paperswithcode.com/paper/fast-min… @biggiobattista @wielandbr
Our model zoo is growing!
Despite current difficult times, work on our projects continues!

Luca Demetrio @zangobot
468 Followers 517 Following Assistant Professor at @UniGenova, former @zenhackteam member, Adversarial ML pwn & rev, dancer, art lover, and many other things
Maura Pintor @maurapintor
514 Followers 525 Following Assistant Professor @univca. Computer Science, Engineering, and Futsal lover.
Battista Biggio @biggiobattista
3K Followers 2K Following Full Professor at University of Cagliari (Italy), Co-Founder of Pluribus One. #Security of #MachineLearning, #CyberSecurity & #ComputerVision
Machine Learning Secu... @mlsec_lab
830 Followers 480 Following The MLSec Laboratory is a research branch of the PRALab, at the University of Cagliari. We investigate topics at the intersection of ML and computer security.
Ambra @ambrademontis
498 Followers 208 Following Tenure Track Assistant Professor at the University of Cagliari (Italy).
Hyrum Anderson @drhyrum
3K Followers 1K Following CTO at Robust Intelligence. Formerly, Microsoft, Endgame/Elastic, Mandiant/FireEye, Sandia & MIT Lincoln Labs. 'He who forgives ends the quarrel'
Fabio Pierazzi @fbpierazzi
1K Followers 2K Following Associate Professor at @uclcs in @uclisec. Interested in AI and Systems Security. Opinions are my own.
Rich Harang @rharang
3K Followers 709 Following Security of AI, AI for Security AI Red Team @ NVIDIA Using bad guys to catch math since 2010 `from standard_disclaimers import *`
francesca palumbo @fpalumbo80
248 Followers 341 Following Associate Professor @ University of Sassari. Researcher on Embedded and Cyber Physical Systems. Curious traveller for passion.
Ram Shankar Siva Kuma... @ram_ssk
3K Followers 2K Following Data Cowboy @Microsoft. Yes, the job is as cool as it sounds. Tech Policy Fellow @UCBerkeley. @BKCHarvard Affiliate. https://t.co/eph3QDsIGB
Andrea Valenza @AvalZ_
213 Followers 227 Following Security Engineer. CTF player (sometimes). Co-founder of @ZenHackTeam. PhD!
JinhuaTsui @jinhuatsui98
18 Followers 392 Following Research assistant at Zhejiang Normal University
Hardy @parkinglotzssd
14 Followers 138 Following
RTV @RTV134094092749
11 Followers 382 Following
赵琦 @qizhao903
5 Followers 89 Following
Paul Sava @_psava
11 Followers 401 Following research scientist @FraunhoferAISEC. opinions are mine.
Lorenzo @LorenzoCazz
280 Followers 699 Following Postdoctoral Researcher @CaFoscari | Previously at @CISPA | Adversarial Machine Learning and Verification of Machine Learning models.
Maria @Maria31006285
4 Followers 41 Following I'm from Poland, and I like traveling, skiing and camping on the beach❤
Fabio Roli @fabiogroli
75 Followers 66 Following Professor, University of Genova, Director sAIfer Lab, Fellow IEEE, IAPR. Motivational speaker #Security of #MachineLearning, #CyberSecurity & #ComputerVision
The Innovation Studio @TheAIFactory
1K Followers 3K Following Creating bold new AI-fueled companies that solve real-world problems #AI #IndustrialAI #ML #Innovation #VentureStudio #StartupStudio
Giovanni Apruzzese @g_apru
404 Followers 315 Following Assistant Professor, Researcher (AI/ML & Cybersecurity), Reviewer, Geek, Nerd, Sporty, Curious—in random order.
Omar Dardour @Omar__Dardour
8 Followers 249 Following
Lauren @realweirddata
587 Followers 692 Following Python + Data science (🐍 + 🐼) + Security + DaaS (Dog as a Service) https://t.co/96fCIfJwWH
Mohammed Rajab @mrajab84
3 Followers 111 Following
Benjamin Tan @tanbamboo
656 Followers 5K Following siem | analytics and visualization | cyber security | compliance
Faisal Khan @iamfaisalkhan_
132 Followers 539 Following Data Architect. Robotics and Self-Driving car enthusiast.
hlinh1988 @hlinh1988
12 Followers 388 Following
Luis Tercero Martinez @TerceroMartine3
24 Followers 389 Following Me estoy formando en AI Red Team. Mi línea de investigación es La seguridad de los modelos de Machine Learning.
Youssef Khattab @yousefkhattab39
303 Followers 997 Following Security Data Science 👨🔬 Azure Security Engineer 🌩️ Detection Engineering 🕵️
Evan @evanwright
122 Followers 116 Following I care about networks, cybersecurity, machine learning, big data becoming small data, and future technology. working @fireeye, formerly @anomali and @certcc
Antonio Cinà @cinofix
167 Followers 241 Following Assistant Professor (RTD-A) @ University of Genoa, Italy | Working on Trustworthy AI and ML for industries and security applications.
Kelcie Bourne @femmmeputer
45 Followers 108 Following
Daniele Angioni @DAngioni97
35 Followers 65 Following Phd in Artificial Intelligence and CyberSecurity
alvarohoyo @alvarohoyo
233 Followers 2K Following
Mohamed Hassan @Mohamed83234383
3 Followers 196 Following
Satheesh Balaji @sbc0d
22 Followers 302 Following Offensive Security Researcher @Microsoft. I love to code and solve puzzles. I'm also a space enthusiast.
Anthony Sanders @Anthony_AIML
39 Followers 1K Following Enthusiastic technologist. With a thirst for coffee.
Abhishek Sharma @Sharma9A
38 Followers 1K Following Data Scientist @FidelisCyber. ML/AI Enthusiast. Ph.D. in CS & Football. Permanent-Beta in Life
Hayden Field @haydenfield
15K Followers 5K Following Senior AI reporter @Verge. 5+ years covering the industry's power dynamics, societal implications & the AI arms race. Previously @CNBC. Signal: haydenfield.11
Jack Molloy @jackfmolloy
231 Followers 1K Following
Adversarial Learning ... @AdversRecSys
170 Followers 314 Following Page dedicated to Research on Adversarial Machine Learning for Recommendation and Search. #TrustworhyML #Attack #Defense #Privacy. Tag the page to be retweeted!
Huzaifa Arif @huzaifaarif24
101 Followers 905 Following PhD candidate RPI |IBM-Extern(x2) |LUMS-Alumni Interested in Trustworthy Machine Learning,Federated Learning,Pretraining,Foundation Models |Fairness
Hridoy Sankar Dutta @hridaydutta123
204 Followers 869 Following Lecturer (Assistant Professor) in Cybersecurity at @Deakin • Ex - PostDoc @Cambridge_Uni • Cybercrime and Social Computing
Aidan Prescott @AidanPrescott1
54 Followers 67 Following
Wrongful illegal busi... @auto_kaka
621 Followers 6K Following रोंगफुल व⛽🕸इललीगल बिजनेस देशभर मे जारी कैसे है❓ THIS HANDLE IS CREATED TO SHOW INJUSTICE DONE BY GOVT. OMCs TO DEALERS & LANDOWNERS
Antonino Sabetta @antoninosabetta
185 Followers 412 Following Views/thoughts are my own and may not reflect those of my employer.
Ajita Rattani @ajita_rattani
33 Followers 595 Following Researcher in the area of Deep learning, FairAI, DeepFakes, EdgeAI, Biometrics, Computer Vision. Assistant Professor of Computer Science at https://t.co/U0MI7oqJUN.
MUHAMMADPorom @MuhammadPorom
17 Followers 2K Following
AidanWingu @AidanWingu
30 Followers 213 Following
Peter Lorenz @cs_peter_lorenz
130 Followers 1K Following Post-Doc @NTUsg Past: @UniHeidelberg @OptML_MSU @MITIBMLab @TUGraz https://t.co/YUwZiCVWhv
WoRMA: Workshop on Re... @worma_workshop
136 Followers 52 Following WoRMA - Workshop on Rethinking Malware Analysis