Network Security

How to prevent "Identity Deception" and AI-driven deepfakes at the network level?

B Asked by Barbara Wilson · 02-12-2024
0 upvotes 11,864 views 0 comments
The question

We’ve seen a rise in sophisticated social engineering where attackers use AI-generated voice and video to bypass standard MFA. As network admins, how can we build "Identity-First" security into our architecture? Are there specific protocols that can verify a "Machine Identity" vs. a spoofed human one? 

3 answers

0
RO
Answered on 10-01-2024

Focus on Machine Identities (Service Accounts). They now outnumber humans 80 to 1 and are the most common entry point for AI-led lateral movement. 

B 12-01-2024

Spot on, Robert. If you don't have a dedicated "Secrets Management" vault for those machine tokens, you're leaving the back door wide open.

0
TH
Answered on 15-12-2024

In 2025, we have to treat "Identity" as the new perimeter. Standard MFA is no longer enough because session tokens can be stolen. You need to move toward Passwordless Authentication (like FIDO2/WebAuthn) and implement "Continuous Adaptive Risk Scoring." This means the network doesn't just check your ID at login; it constantly monitors behavior, device health, and geo-velocity. If a user’s typing pattern or mouse movement suddenly changes (common in automated bot attacks), the network should automatically trigger a re-authentication or isolate the session. 

0
JE
Answered on 22-12-2024

Does this behavioral monitoring interfere with privacy regulations like GDPR, or is the data strictly used for security telemetry? 

EL 05-01-2024

Jeffrey, to answer that, most enterprise tools now use "Privacy-Preserving Telemetry." They don't log what you are typing, but rather the cadence and rhythm (biometrics). This data is often hashed and never leaves the device or the local security agent. As long as your privacy policy explicitly states that behavioral biometrics are used for "Account Takeover Prevention," you are generally compliant. It’s a necessary trade-off to stop "CEO Doppelgänger" attacks.

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