More on Injection Attack Detection

(Injection attack syringe image from Imagen 3)

Not too long after I shared my February 7 post on injection attack detection, Biometric Update shared a post of its own, “Veridas introduces new injection attack detection feature for fraud prevention.”

I haven’t mentioned VeriDas much in the Bredemarket blog, but it is one of the 40+ identity firms that are blogging. In Veridas’ case, in English and Spanish.

And of course I referenced VeriDas in my February 7 post when it defined the difference between presentation attack detection and injection attack detection.

Biometric Update played up this difference:

To stay ahead of the curve, Spanish biometrics company Veridas has introduced an advanced injection attack detection capability into its system, to combat the growing threat of synthetic identities and deepfakes…. 

Veridas says that standard fraud detection only focuses on what it sees or hears – for example, face or voice biometrics. So-called Presentation Attack Detection (PAD) looks for fake images, videos and voices. Deepfake detection searches for the telltale artifacts that give away the work of generative AI. 

Neither are monitoring where the feed comes from or whether the device is compromised. 

I can revisit the arguments about whether you should get PAD and…IAD?…from the same vendor, or whether you should get best in-class solutions to address each issue separately.

But they need to be addressed.

Age By Gesture?

(Churchill image public domain)

And I thought tongue identification was weird.

Biometric Update reported that the Australian government is evaluating a solution that estimates age by gestures.

At first thought I didn’t get it. Holding two fingers up in the air could be a 1960s peace hand gesture or a 1940s victory hand gesture.

Obviously I needed to give this a second thought. So I went to Needemand’s page for BorderAge. This is what I found.

« L’internaute doit simplement effectuer 3 mouvements de la main et l’avant-bras devant la caméra de son écran (ordinateur, tablette, smartphone). En quelques secondes, il/elle vérifie son âge sans dévoiler son identité. »

Help me, Google Translate; you’re my only hope.

“The Internet user simply has to make  3 movements of the hand and forearm  in front of the camera on their screen (computer, tablet, smartphone). In a few seconds, he/she verifies his/her age without revealing his/her identity.”

The method is derived from a 1994 scientific paper entitled “Rapid aimed limb movements: Age differences and practice effects in component submovements.” The abstract of the paper reads as follows:

“Two experiments are reported in which younger and older adults practiced rapid aimed limb movements toward a visible target region. Ss were instructed to make the movements as rapidly and as accurately as possible. Kinematic details of the movements were examined to assess the differences in component submovements between the 2 groups and to identify changes in the movements due to practice. The results revealed that older Ss produced initial ballistic submovements that had the same duration but traveled less far than those of younger Ss. Additionally, older Ss produced corrective secondary submovements that were longer in both duration and distance than those of the younger subjects. With practice, younger Ss modified their submovements, but older Ss did not modify theirs even after extensive practice on the task. The results show that the mechanisms underlying movements of older adults are qualitatively different from those in younger adults.”

So what does this mean? Needemand has a separate BorderAge website—thankfully in English—that illustrates the first part of the user instructions.

I don’t know what happens after that, but the process definitely has an “active liveness” vibe, except instead of proving you’re real, you’re proving you’re old, or old enough.

Now I’m not sure if the original 1994 study results were ever confirmed across worldwide populations. But it wouldn’t be the first scheme that is unproven. Do we KNOW that fingerprints are unique?

Another question I have regards the granularity of the age estimation solution. Depending upon your use case and jurisdiction, you may have to show that your age is 13, 16, 18, 21, or 25. Not sure if BorderAge gets this granular.

But if you want a way to estimate age and preserve anonymity (the solution blocks faces and has too low of a resolution to capture friction ridges), BorderAge may fit the bill.

Injection Attack Detection

(Injection attack syringe image from Imagen 3)

Having realized that I have never discussed injection attacks on the Bredemarket blog, I decided I should rectify this.

Types of attacks

When considering falsifying identity verification or authentication, it’s helpful to see how VeriDas defines two different types of falsification:

  1. Presentation Attacks: These involve an attacker presenting falsified evidence directly to the capture device’s camera. Examples include using photocopies, screenshots, or other forms of impersonation to deceive the system.
  2. Injection Attacks: These are more sophisticated, where the attacker introduces false evidence directly into the system without using the camera. This often involves manipulating the data capture or communication channels.

To be honest, most of my personal experience involves presentation attacks, in which the identity verification/authentication system remains secure but the information, um, presented to it is altered in some way. See my posts on Vision Transformer (ViT) Models and NIST IR 8491.

By JamesHarrison – Own work, Public Domain, https://commons.wikimedia.org/w/index.php?curid=4873863.

Injection attacks and the havoc they wreak

In an injection attack, the identity verification/authentication system itself is compromised. For example, instead of taking its data from the camera, data from some other source is, um, injected so that it look like it came from the camera.

Incidentally, I should tangentially note that injection attacks greatly differ from scraping attacks, in which content from legitimate blogs is stolen and injected into scummy blogs that merely rip off content from their original writers. Speaking for myself, it is clear that this repurpose is not an honorable practice.

Note that injection attacks don’t only affect identity systems, but can affect ANY computer system. SentinelOne digs into the different types of injection attacks, including manipulation of SQL queries, cross-site scripting (XSS), and other types. Here’s an example from the health world that is pertinent to Bredemarket readers:

In May 2024, Advocate Aurora Health, a healthcare system in Wisconsin and Illinois, reported a data breach exposing the personal information of 3 million patients. The breach was attributed to improper use of Meta Pixel on the websites of the provider. After the breach, Advocate Health was faced with hefty fines and legal battles resulting from the exposure of Protected Health Information(PHI).

Returning to the identity sphere, Mitek Systems highlights a common injection.

Deepfakes utilize AI and machine learning to create lifelike videos of real people saying or doing things they never actually did. By injecting such videos into a system’s feed, fraudsters can mimic the appearance of a legitimate user, thus bypassing facial recognition security measures.

Again, this differs from someone with a mask getting in front of the system’s camera. Injections bypass the system’s camera.

Fight back, even when David Horowitz isn’t helping you

Do how do you detect that you aren’t getting data from the camera or capture device that is supposed to be providing it? Many vendors offer tactics to attack the attackers; here’s what ID R&D (part of Mitek Systems) proposes.

These steps include creating a comprehensive attack tree, implementing detectors that cover all the attack vectors, evaluating potential security loopholes, and setting up a continuous improvement process for the attack tree and associated mitigation measures.

And as long as I’m on a Mitek kick, here’s Chris Briggs telling Adam Bacia about how injection attacks relate to everything else.

From https://www.youtube.com/watch?v=ZXBHlzqtbdE.

As you can see, the tactics to fight injection attacks are far removed from the more forensic “liveness” procedures such as detecting whether a presented finger is from a living breathing human.

Presentation attack detection can only go so far.

Injection attack detection is also necessary.

So if you’re a company guarding against spoofing, you need someone who can create content, proposals, and analysis that can address both biometric and non-biometric factors.

Learn how Bredemarket can help.

CPA

Not that I’m David Horowitz, but I do what I can. As did David Horowitz’s producer when he was threatened with a gun. (A fake gun.)

From https://www.youtube.com/watch?v=ZXP43jlbH_o.

(February 2026: Independent testing of the capability to withstand injection attacks)

Clean, the Cleanest I’ve Been (EtO)

There’s a critical difference between biometrics for identification and biometrics for health. Well, MOST biometrics for identification; what I’m about to say doesn’t apply to DNA.

When you capture biometrics from people, you don’t really care about cleanliness. If the person’s fingernails are dirty, you capture the fingerprints anyway. If the eye is infected, you capture the irises anyway.

But when you get into the healthcare arena, cleanliness is next to you-know-what.

And there are technologies for that.

Ethylene Oxide (EtO) gas is one of the most common ways to sterilize medical devices, a safe, tightly controlled, highly regulated process which is critical for preventing infections and ensuring patients have safe surgeries and medical treatments.

And in some cases, EtO is the ONLY way to sterilize some medical devices.

So great! Use it all the time! There’s just one teeny problem

EtO is a human carcinogen. It causes cancer in humans. Scientific evidence in humans indicates that regular exposure to EtO over many years increases the risk of cancers of the white blood cells, including non-Hodgkin lymphoma, myeloma, and lymphocytic leukemia. Studies also show that long-term exposure to EtO increases the risk of breast cancer in women.

Workers who use EtO as a part of their jobs and people who work, live, or go to school or daycare near facilities that use EtO may breathe in EtO at levels that can increase cancer risk.

So there are companies (I won’t name them here, but you can find them) who specialize in mitigating EtO risk to humans.

And these companies need content, proposal, and analysis services.

But let’s get on to the important part: the song I quoted in the title of this post.

From https://www.youtube.com/watch?v=h1mD-_DKHc0.

BPME 123 (January 23rd)

My Never Search Alone friends asked about my brand…

How can your biometric firm realize immediate and comprehensive product marketing results? 

By working with me, John E. Bredehoft—the biometric product marketing expert.

Find out more:

Biometric Product Marketing Expert.

Submission (of proposals)

(All images Imagen 3)

From the early 1990s to 2019, the majority of my identity/biometric proposal work was with U.S. state and local agencies, with some work with foreign agencies (such as Canada’s RCMP), private entities, and a few proposals to U.S. federal agencies.

I had no idea what was going to happen in 2020, and one of the surprises is that the majority of my identity/biometric proposal work since 2020 has been with U.S. federal agencies. Many requests for information (RFIs) as well as other responses.

The L&M does stop at Bredemarket, apparently. 

The L & N, not M, but close enough for government work.

I’ve worked on client proposals (and Bredemarket’s own responses) to the Departments of Defense, Homeland Security, Justice, and perhaps some others along the way.

And no, there’s no uniformity

Same department, different requirements.

Coincidentally, the two most recent identity/biometric proposals I managed for Bredemarket clients went to the same government department. But that’s where the similarities ended.

The first required an e-mail submission of a PDF (10 pages maximum) to two email addresses. A relative piece of cake.

Mmm…cake. Always reward your proposal people.

The last required an online submission. No, not a simple upload of a PDF to a government website. While my client did have to upload 2 PDFs, the majority of the submission required my client to complete a bunch of online screens.

And there were two separate sets of instructions regarding how to complete these online screens…which contradicted each other. So I had to ask a clarification question…and you know how THAT can go.

Oh, and as the consulting proposal expert, I could not complete the online screens on behalf of the client. The client’s company had a single login, which was assigned to a single person (a company executive) and could NOT be used by anybody else. 

So on the day of proposal submission the executive and I videoconferenced, and I watched as the executive answered the responses, in part using a document in which I had drafted responses.

And of course things were not perfect. The executive pasted one of my responses into the space provided, and only THEN did we discover that the response had an unadvertised character limit. So I rewrote it…at the same time that I resized a required image with unadvertised dimension restrictions.

But there’s some uniformity

Perhaps if I had written more federal proposals at Printrak, Motorola, MorphoTrak, IDEMIA, and Incode, I would have known these things. Perhaps not; as late as 2014 I was still printing proposals on paper and submitting 10 or more volumes of binders (yes, binders) along with CDs that had to be virus-checked.

Some Requests for Proposal (RFPs) provide helpful checklists.

But regardless of whether you submit proposals online, via CD, or in paper volumes, some things remain constant.

  • Follow the instructions.
  • Answer the questions.
  • Emphasize the benefits.
  • And don’t misspell the name of the Contracting Officer.

If you need Bredemarket’s proposal services, or my content or analysis services, visit my “CPA” page to get started.

NEC’s Other “Biometric” Information: Digital Pathology

(Image: AI-predicted cell detection results of Biomy’s DeepPathFinder™. From the January 10, 2025 NEC press release.)

When I interact with the worldwide company NEC, I am usually dealing with automated biometric identification systems (ABIS).

Of course, ABIS is only a small part of what NEC does. It’s also involved in healthcare.

Consider…artificial intelligence and deep learning-powered digital pathology (“a field involving the digitization and computational analysis of pathology slides”).

Per today’s press release:

“NEC Corporation (NEC; TSE: 6701) and Biomy, Inc. (Biomy) have signed a Memorandum of Understanding (MoU) for a joint marketing partnership to develop and expand artificial intelligence/deep learning (AI/DL)-based analytical platforms in the field of digital pathology. Through this partnership, the two companies aim to promote precision medicine for cancer patients and contribute to the advancement of the healthcare industry.”

So what is Biomy contributing?

“Biomy, which aims to realize personalized medicine through pathological AI technology, has developed DeepPathFinder™, a proprietary, cloud-based, AI/DL automated digital pathology analytical platform.”

And NEC?

“NEC has positioned healthcare and life sciences as a core pillar of its growth strategy. With a strong foundation in image analysis and other AI technologies, NEC has a long history of providing medical information systems such as electronic medical records to healthcare institutions.”

As I’ve said before, healthcare must deal with privacy concerns (protected health information, or PHI) similar to those NEC addresses in its other biometric product line (personally identifiable information, or PII). I personally can’t do nefarious things if I fraudulently acquire your digital pathology slide, but some bad actors could. Presumably the Biomy product is well protected.

Featuring the Proper Second Video, Biometrics and Bredemarket

My “Biometrics and Bredemarket” video is buried in the middle of my “Ready, Fire, Aim” post, but people are finding it anyway.

(They’re skipping the short video and watching the long one.)

So it’s time to feature “Biometrics and Bredemarket” on its own.

Biometrics and Bredemarket.

If you don’t feel like watching a 2 minute and 20 second video, here are the bullets:

  • Marketing and writing deliverables
  • Provided by a biometric product marketing expert 
  • With industry knowledge
  • Of multiple biometric modalities
  • Who delivers content
  • And proposals
  • And analyses.

Learn more in the video, or at my “CPA” page.

Not that type of CPA.

Identity/biometric CMOs, Are You Still Silent?

(Silence image Google Gemini)

If you’re a Chief Marketing Officer at an identity/biometric company, welcome to 2025.

What content have you created so far to drive awareness?

None?

Guess you missed my December 30 message.

You could be well on the way to creating your 2025 content already: blog posts, articles, case studies, white papers, proposals, analyses.

It’s not too late to start.

Or you could wait until next week, next month…

But if you want to learn how Bredemarket can work with you to create the identity/biometric content you need now, schedule a free meeting with me to move forward now.