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Using “Master Faces” to Bypass Face-Recognition Authenticating Systems

Fascinating research: “Generating Master Faces for Dictionary Attacks with a Network-Assisted Latent Space Evolution.”

Abstract: A master face is a face image that passes face-based identity-authentication for a large portion of the population. These faces can be used to impersonate, with a high probability of success, any user, without having access to any user-information. We optimize these faces, by using an evolutionary algorithm in the latent embedding space of the StyleGAN face generator. Multiple evolutionary strategies are compared, and we propose a novel approach that employs a neural network in order to direct the search in the direction of promising samples, without adding fitness evaluations. The results we present demonstrate that it is possible to obtain a high coverage of the population (over 40%) with less than 10 master faces, for three leading deep face recognition systems.

Two good articles.

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Posted on August 6, 2021 at 6:44 AM • View Comments

Zoom Lied about End-to-End Encryption

The facts aren’t news, but Zoom will pay $85M—to the class-action attorneys, and to users—for lying to users about end-to-end encryption, and for giving user data to Facebook and Google without consent.

The proposed settlement would generally give Zoom users $15 or $25 each and was filed Saturday at US District Court for the Northern District of California. It came nine months after Zoom agreed to security improvements and a “prohibition on privacy and security misrepresentations” in a settlement with the Federal Trade Commission, but the FTC settlement didn’t include compensation for users.

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Posted on August 5, 2021 at 6:25 AM • View Comments

Paragon: Yet Another Cyberweapons Arms Manufacturer

Forbes has the story:

Paragon’s product will also likely get spyware critics and surveillance experts alike rubbernecking: It claims to give police the power to remotely break into encrypted instant messaging communications, whether that’s WhatsApp, Signal, Facebook Messenger or Gmail, the industry sources said. One other spyware industry executive said it also promises to get longer-lasting access to a device, even when it’s rebooted.

[…]

Two industry sources said they believed Paragon was trying to set itself apart further by promising to get access to the instant messaging applications on a device, rather than taking complete control of everything on a phone. One of the sources said they understood that Paragon’s spyware exploits the protocols of end-to-end encrypted apps, meaning it would hack into messages via vulnerabilities in the core ways in which the software operates.

Read that last sentence again: Paragon uses unpatched zero-day exploits in the software to hack messaging apps.

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Posted on August 3, 2021 at 6:44 AM • View Comments

The European Space Agency Launches Hackable Satellite

Of course this is hackable:

A sophisticated telecommunications satellite that can be completely repurposed while in space has launched.

[…]

Because the satellite can be reprogrammed in orbit, it can respond to changing demands during its lifetime.

[…]

The satellite can detect and characterise any rogue emissions, enabling it to respond dynamically to accidental interference or intentional jamming.

We can assume strong encryption, and good key management. Still, seems like a juicy target for other governments.

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Posted on August 2, 2021 at 6:46 AM • View Comments

I Am Parting With My Crypto Library

The time has come for me to find a new home for my (paper) cryptography library. It’s about 150 linear feet of books, conference proceedings, journals, and monographs—mostly from the 1980s, 1990s, and 2000s.

My preference is that it goes to an educational institution, but will consider a corporate or personal home if that’s the only option available. If you think you can break it up and sell it, I’ll consider that as a last resort. New owner pays all packaging and shipping costs, and possibly a purchase price depending on who you are and what you want to do with the library.

If you are interested, please email me. I can send photos.

EDITED TO ADD (8/1): I am talking with two universities and the Internet Archive. It will find a good home. Thank you all for your suggestions.

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Posted on July 30, 2021 at 12:13 PM • View Comments

Storing Encrypted Photos in Google’s Cloud

New paper: “Encrypted Cloud Photo Storage Using Google Photos.”

Abstract: Cloud photo services are widely used for persistent, convenient, and often free photo storage, which is especially useful for mobile devices. As users store more and more photos in the cloud, significant privacy concerns arise because even a single compromise of a user’s credentials give attackers unfettered access to all of the user’s photos. We have created Easy Secure Photos (ESP) to enable users to protect their photos on cloud photo services such as Google Photos. ESP introduces a new client-side encryption architecture that includes a novel format-preserving image encryption algorithm, an encrypted thumbnail display mechanism, and a usable key management system. ESP encrypts image data such that the result is still a standard format image like JPEG that is compatible with cloud photo services. ESP efficiently generates and displays encrypted thumbnails for fast and easy browsing of photo galleries from trusted user devices. ESP’s key management makes it simple to authorize multiple user devices to view encrypted image content via a process similar to device pairing, but using the cloud photo service as a QR code communication channel. We have implemented ESP in a popular Android photos app for use with Google Photos and demonstrate that it is easy to use and provides encryption functionality transparently to users, maintains good interactive performance and image quality while providing strong privacy guarantees, and retains the sharing and storage benefits of Google Photos without any changes to the cloud service

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Posted on July 30, 2021 at 6:34 AM • View Comments

AirDropped Gun Photo Causes Terrorist Scare

A teenager on an airplane sent a photo of a replica gun via AirDrop to everyone who had their settings configured to receive unsolicited photos from strangers. This caused a three-hour delay as the plane—still at the gate—was evacuated and searched.

The teen was not allowed to reboard. I can’t find any information about whether he was charged with any of those vague “terrorist threat” crimes.

It’s been a long time since we’ve had one of these sorts of overreactions.

Posted on July 29, 2021 at 6:52 AM • View Comments

De-anonymization Story

This is important:

Monsignor Jeffrey Burrill was general secretary of the US Conference of Catholic Bishops (USCCB), effectively the highest-ranking priest in the US who is not a bishop, before records of Grindr usage obtained from data brokers was correlated with his apartment, place of work, vacation home, family members’ addresses, and more.

[…]

The data that resulted in Burrill’s ouster was reportedly obtained through legal means. Mobile carriers sold­—and still sell—­location data to brokers who aggregate it and sell it to a range of buyers, including advertisers, law enforcement, roadside services, and even bounty hunters. Carriers were caught in 2018 selling real-time location data to brokers, drawing the ire of Congress. But after carriers issued public mea culpas and promises to reform the practice, investigations have revealed that phone location data is still popping up in places it shouldn’t. This year, T-Mobile even broadened its offerings, selling customers’ web and app usage data to third parties unless people opt out.

The publication that revealed Burrill’s private app usage, The Pillar, a newsletter covering the Catholic Church, did not say exactly where or how it obtained Burrill’s data. But it did say how it de-anonymized aggregated data to correlate Grindr app usage with a device that appears to be Burrill’s phone.

The Pillar says it obtained 24 months’ worth of “commercially available records of app signal data” covering portions of 2018, 2019, and 2020, which included records of Grindr usage and locations where the app was used. The publication zeroed in on addresses where Burrill was known to frequent and singled out a device identifier that appeared at those locations. Key locations included Burrill’s office at the USCCB, his USCCB-owned residence, and USCCB meetings and events in other cities where he was in attendance. The analysis also looked at other locations farther afield, including his family lake house, his family members’ residences, and an apartment in his Wisconsin hometown where he reportedly has lived.

Location data is not anonymous. It cannot be made anonymous. I hope stories like these will teach people that.

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Posted on July 28, 2021 at 6:03 AM • View Comments

Hiding Malware in ML Models

Interesting research: “EvilModel: Hiding Malware Inside of Neural Network Models.”

Abstract: Delivering malware covertly and detection-evadingly is critical to advanced malware campaigns. In this paper, we present a method that delivers malware covertly and detection-evadingly through neural network models. Neural network models are poorly explainable and have a good generalization ability. By embedding malware into the neurons, malware can be delivered covertly with minor or even no impact on the performance of neural networks. Meanwhile, since the structure of the neural network models remains unchanged, they can pass the security scan of antivirus engines. Experiments show that 36.9MB of malware can be embedded into a 178MB-AlexNet model within 1% accuracy loss, and no suspicious are raised by antivirus engines in VirusTotal, which verifies the feasibility of this method. With the widespread application of artificial intelligence, utilizing neural networks becomes a forwarding trend of malware. We hope this work could provide a referenceable scenario for the defense on neural network-assisted attacks.

News article.

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Posted on July 27, 2021 at 6:25 AM • View Comments

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Sidebar photo of Bruce Schneier by Joe MacInnis.