A Side Journey To Titan
Thomas Roche, Victor Lomné, Camille Mutschler, Laurent Imbert
摘要
The Google Titan Security Key is a FIDO U2F hardware device proposed by Google (available since July 2018) as a two-factor authentication token to sign in to applications (e.g. your Google account). We present here a side-channel attack that targets the Google Titan Security Key’s secure element (the NXP A700X chip) by the observation of its local electromagnetic radiations during ECDSA signatures (the core cryptographic operation of the FIDO U2F protocol). This work shows that an attacker can clone a legitimate Google Titan Security Key.
To understand the NXP ECDSA implementation, find a vulnerability and design a key-recovery attack, we had to make a quick stop on Rhea (NXP J3D081 JavaCard smartcard). Freely available on the web, this product looks very much like the NXP A700X chip and uses the same cryptographic library. Rhea, as an open JavaCard platform, gives us more control to study the ECDSA implementation.
We could then show that the electromagnetic side-channel signal bears partial information about the ECDSA ephemeral key. The sensitive information is recovered with a non-supervised machine learning method and plugged into a customized lattice-based attack scheme.
Finally, 4000 ECDSA observations were enough to recover the (known) secret key on Rhea and validate our attack process. It was then applied on the Google Titan Security Key with success (this time with 6000 observations) as we were able to extract the long term ECDSA private key linked to a FIDO U2F account created for the experiment.
Cautionary Note: Two-factor authentication tokens (like FIDO U2F hardware devices) primary goal is to fight phishing attacks. Our attack requires physical access to the Google Titan Security Key, expensive equipment, custom software, and technical skills.
Thus, as far as the work presented here goes, it is still safer to use your Google Titan Security Key or other impacted products as FIDO U2F two-factor authentication token to sign in to applications rather than not using one.
Nevertheless, this work shows that the Google Titan Security Key (and other impacted products) would not avoid unnoticed security breach by attackers willing to put enough effort into it. Users that face such a threat should probably switch to other FIDO U2F hardware security keys, where no vulnerability has yet been discovered.
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引用它的顶会 Paper5
- A Security and Usability Analysis of Local Attacks Against FIDO2Tarun Kumar Yadav, Kent E. SeamonsNDSS 2024
- Interpreting Emergent Features in Deep Learning-based Side-channel AnalysisSengim Karayalcin, Marina Krcek, Stjepan PicekNeurIPS 2025
- EUCLEAK Side-Channel Attack on the YubiKey 5 Series (Revealing and Breaking Infineon ECDSA Implementation on the Way)Thomas RocheS&P 2025
- The State of Passkeys: Studying the Adoption and Security of Passkeys on the WebLouis Jannett, Andreas Mayer, Maximilian Westers, Vladislav Mladenov 等USENIX Security 2026
- Breaking the Blindfold: Deep Learning-based Blind Side-channel AnalysisAzade Rezaeezade, Trevor Yap, Dirmanto Jap, Shivam Bhasin 等USENIX Security 2025
它引用的顶会 Paper3
- Attacking OpenSSL Implementation of ECDSA with a Few SignaturesShuqin Fan, Wenbo Wang, Qingfeng ChengCCS 2016 · 被引用 44 次
- TPM-FAIL: TPM meets Timing and Lattice AttacksDaniel Moghimi, Berk Sunar, Thomas Eisenbarth, Nadia HeningerUSENIX Security 2020
- Big Numbers - Big Troubles: Systematically Analyzing Nonce Leakage in (EC)DSA ImplementationsSamuel Weiser, David Schrammel, Lukas Bodner, Raphael SpreitzerUSENIX Security 2020
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