Daniel Etzold @_etzold
Dev-Sec-ML, Creator of @secflashcards and @as_sketchnotes. etzold.io Munich, Germany Joined December 2018-
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Released papr 0.0.20 - a simple command line tool to manage scientific papers. New: UI improvements, new storage structure that is more open and accessible to give you more flexibility for notes. Just run 𝚙𝚒𝚙 𝚒𝚗𝚜𝚝𝚊𝚕𝚕 𝚙𝚊𝚙𝚛 github.com/daniel-e/papr
I’ve created a sheet cheat for the MNIST handwritten digits dataset. It also contains code that shows how to load batches of MNIST images with @PyTorch #MachineLearning
Created a #security #flashcard which describes #log4shell - a #vulnerability in #log4j. Now the card deck has grown 45 cards, available at security-flashcards.com #appsec #infosec #log4jRCE
I'm creating flashcards about application and #machinelearning weaknesses. This is a mini poster of "Backdoor Attack with Imperceptible Input and Latent Modification". The paper will be presented as a poster at #NeurIPS2021
I'm creating flashcards about app and #machinelearning weaknesses. This is a mini poster of "Moiré Attack (MA): A New Potential Risk of Screen Photos" that will be presented as a poster at #NeurIPS2021.
I'm creating flashcards about application and machine learning weaknesses. This is a mini poster of "Manipulating SGD with Data Ordering Attacks" that will be presented as a poster at #NeurIPS2021.
Created a new #security #flashcard. This time it summarizes the minimal steps to create an encrypted device on Linux on the command line with cryptsetup. Now the deck has grown 41 cards, available at security-flashcards.com #appsec #infosec #cryptsetup #Linux
Created a new #security #flashcard about Trojan Source a #vulnerability that exploits features in Unicode required for left-to-right and right-to-left languages to inject vulns into source code. The deck now has 40 cards, available at security-flashcards.com #appsec #infosec
A new example of a supply-chain attack. A #security #flashcard with a similar scenario of this type of attack already exists and is available at security-flashcards.com. #appsec #infosec
A new example of a supply-chain attack. A #security #flashcard with a similar scenario of this type of attack already exists and is available at security-flashcards.com. #appsec #infosec https://t.co/E3xF0ZR2KX
Interesting #ml #security paper at #ICCV2021: "data-free #adversarial perturbations for practical black-box #attack" I've created a summary on a security #flashcard and added it to security-flashcards.com @ICCV_2021
Inspired by the excellent work of @S1r1u5_ I've added a new #flashcard about prototype pollution to #Security Flashcards. The updated card deck is available at security-flashcards.com. If you already have a download link, use it to get the new version for free. #appsec #infosec
#Security #flashcards has now grown to 36 cards - 30 application and 6 machine learning #weaknesses. If you already have downloaded a card deck use your download link to get the new version for free! Available at security-flashcards.com. #ml #appsec #infosec
Interesting #ml #security paper: "black-box attacks on sequential recommenders via data-free model extraction" at #RecSys2021 I've created a summary #flashcard and added it to security-flashcards.com. @ACMRecSys #RecSys #sketchnotes
As machine learning is increasingly used also more and more vulnerabilities in #ML models are found. Tomorrow I'm giving a keynote at the online edition of the #ITSecuritySummit in which I present some of them.
Application #security weaknesses as #flashcards. Here’s another flashcard I've created: command injection. More flashcards are available at security-flashcards.com. #appsec #infosec #sketchnotes
Top cyber security conferences ranking jianying.space/conference-ran…
I've changed my twitter handle to @_etzold. It‘s shorter, easier to read and has no additional alphanumeric characters which obfuscate my name.
Woohoo! @icebearfriend's AI Red Team from @nvidia just released a CTF style box to practice attacking ML systems!! 🥳🎇 Blog: developer.nvidia.com/blog/learning-… Box: ngc.nvidia.com/catalog/contai… Cc: @RedTeamVillage_ @aivillage_dc @trustworthy_ml
In arxiv.org/abs/2104.15064 three variants of evolution strategies are compared for creating adversarial examples in a black-box setting where the adversary has access only to the predictions/probabilities of a machine learning model. CMA-ES dominates other variants. #ai #security
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