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The Zeitenwende of Attack Vectors

What happens when technical vulnerabilities disappear in the future – and humans become the primary target? There is a lot of talk right now about AI becoming the better hacker. That is only the first phase; the real shift begins after it.

Two security professionals stand at a whiteboard by a floor-to-ceiling window, discussing; snow-covered mountains and rooftops behind them
In this article

There is a lot of talk right now about AI becoming the better hacker. What often gets overlooked: that is only the first phase. A proverbial cybercrime Zeitenwende begins after it.

The End of the Classic Playing Field

Over the past decades, cyberattacks were relatively clearly structured: find a vulnerability, develop an exploit, gain access, and so on — the sequence usually described as the “Cyber Kill Chain”.

The bottleneck in that chain was always the technical gap. Vulnerabilities, let alone 0-days, were rare, expensive and highly profitable. With AI, exactly that is changing. Systems like the models demonstrated by Anthropic are already able to find vulnerabilities faster and analyze them more systematically — and, looking ahead, to validate and patch them automatically. The half-life of a 0-day drops drastically, because from now on it gets discovered and closed quickly.

When Exploits Lose Their Value

This leads to an economic shift that is hardly being discussed. Attackers do not optimize for elegance — they optimize for return. And this is exactly where the system tips over.

The economics attackers have worked with for decades.Used to be
The same three levers, once AI does the finding and the patching.From now on
0-day exploits
Rare, expensive, long-lived

A vulnerability nobody else knew about stayed usable for a long time.

Discovered more often, patched faster

Their half-life drops drastically, because they get found and closed quickly.

Technical attacks
High return on investment

Breaking in through the technology paid off reliably.

Declining return

The same effort buys less access — so the ROI goes down.

Social engineering
Limited in scalability, often clumsy

Manual work, and easy to recognize when it was done badly.

Clever and massively scalable

Thanks to AI — which is precisely what makes it worth the capital.

Capital and energy will migrate to wherever attacks are still worthwhile — that is the logical consequence.

The Human as the Last Truly Profitable Point of Attack

And here comes the uncomfortable truth: when systems get harder, only one real vulnerability remains — the human. That is not a new insight. What is new is the dynamic we can expect. The data already shows a clear trend today:

  • The majority of all attacks begin with social engineering.
  • AI-generated phishing campaigns scale massively.
  • Attacks are becoming personalized, multi-stage and cross-channel.

This means the human attack surface stays wide open, while technical security will increase considerably.

The New Quality of Attacks

What is changing in parallel is the nature of the attacks themselves. We are moving away from the simple phishing email towards something with a different craft behind it:

Time-orchestrated campaignsThe moment of contact is chosen, not accidental.
Personalized contentBuilt on real data from the recipient's own context.
Deepfake-assisted interactionsA familiar voice or face carries the request.
Multichannel attacksToday a vish, tomorrow an SMS, then the email.

The crucial point here is that these attacks are no longer manual. They are automated and therefore scalable, they are data-driven, and they are continuously optimized by the criminals. In short: AI industrialises social engineering.

The Quiet Shift Inside Companies

While the attackers' vectors are changing, internally the opposite often happens on our side. The focus stays on technology — infrastructure, compliance, tools. The report mentioned above shows it clearly: security budgets keep rising, but the investments flow primarily into technical measures. At the same time, the human stays under-addressed. That is a structural problem, and one we know all too well.

The Zeitenwende of Attack Vectors

The real Zeitenwende, therefore, is not technological, it is strategic. Cybersecurity has long been a question of: “How do we protect our systems?” It is increasingly becoming a different one: “How do we change human behavior under attack?”

The reality is that systems are getting more robust, attacks are getting more intelligent, and humans remain consistently manipulable. The playing field is starting to shift — permanently. We are moving towards a new reality in which 0-days become rarer and shorter-lived, technical attacks lose their appeal, and social engineering becomes the dominant attack vector. Not because it is new, but because it is almost the only thing cybercriminals have left.

The biggest challenge of the next decade is not a system — it is human behavior. And that is exactly where cybersecurity will be decided going forward: in strengthening behavioral defenses. Others improve their employees' knowledge; Cyberdise changes their behavior.

Why do technical attacks lose their return?
Because AI shortens the half-life of a vulnerability. 0-days used to be rare, expensive and long-lived; from now on they get discovered more often and patched faster. Attackers optimize for return, not elegance — so capital and energy migrate to where attacks are still worthwhile.
What changes about the quality of attacks?
Attacks move away from the simple phishing email towards time-orchestrated campaigns, content personalized with real data from the recipient's context, deepfake-assisted interactions and multichannel sequences. The decisive change is that they are no longer manual: automated, scalable, data-driven and continuously optimized.
What does this mean for security programs?
Security budgets keep rising, but the investments flow primarily into technical measures while the human stays under-addressed. If the human is the last truly profitable point of attack, the guiding question shifts from “How do we protect our systems?” to “How do we change human behavior under attack?”

Others improve their employees' knowledge.

Cyberdise changes their behavior — see what that looks like in practice.

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Sources

  1. The Zeitenwende of Attack VectorsCyberdise AG
  2. NIS2 Is in the Budget - Not Yet in the SystemsCyberdise AG
  3. What is Proper Cybersecurity Awareness?Cyberdise AG

Written by

Palo Stacho

Founder and Managing Director

Founder and Managing Director of Cyberdise AG in Zug, Switzerland. He writes about the state of the awareness industry and why behavior, not knowledge, decides whether an attack succeeds.