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Predictive threat intelligence: using AI to anticipate cyber attacks

Tags: Emerging tech, Security

I’ve been in cybersecurity for years, and honestly, we’ve been playing defense for way too long. But here’s what’s got me pumped: AI is finally letting us beat hackers to the punch.

Traditional security is like a smoke detector – great for telling you there’s already a fire, but wouldn’t you rather know someone’s about to light the match?

These new AI systems are digging through mountains of data – dark web conversations, weird network behavior, you name it – and they’re actually predicting attacks before they happen. A CISO friend of mine had their system flag a ransomware group three weeks before they struck. That means three whole weeks to prepare!

Here’s where it gets cool – the AI connects dots that humans would never see so quickly. Maybe there’s some DNS stuff happening in Europe, plus chatter about a new vulnerability on hacker forums, plus sketchy emails hitting your industry. Alone? Could be nothing. Together? That’s trouble brewing.

Of course, false positives are still a challenge – nobody wants to cry wolf. But technology is rapidly improving, and frankly, I’d rather investigate ten false alarms than miss one real threat.

What’s your experience with predictive security tools? Are you seeing this shift from reactive to proactive in your organization? I’d love to hear your thoughts on where this technology is heading.

Topic

Sadly, doesn’t help in DOGE attacks.

In reply to Predictive threat intelligence: using AI to anticipate cyber attacks

The DOGE attack is brute force which is state backed.

For now it seems your best defenses are:
1. Be elsewhere. Keep your date away from the attack sites.
2. Have decoy datasets so they get corrupt or meaningless data.
3. Cut power to the building and lockout the main breakers.

Be safe, your rights are under attack.

[hawksg2024]

Reply To: Predictive threat intelligence: using AI to anticipate cyber attacks

In reply to Predictive threat intelligence: using AI to anticipate cyber attacks

I completely agree—AI is finally shifting cybersecurity from reactive to proactive. These predictive tools are game-changers, spotting subtle patterns across massive data sets that would take humans far too long to connect. We’re no longer waiting for alarms to sound after the damage is done; we’re getting early warnings and valuable time to act. Sure, false positives are part of the growing pains, but the ability to stay ahead of attackers is worth it. It’s exciting to see this tech evolve, and I’m seeing more organizations start to embrace this proactive mindset. You can also use AI driven data security plugins to keep these AI powered cyberattacks at bay.

• This reply was modified 2 weeks, 6 days ago by hawksg2024.
• This reply was modified 2 weeks, 5 days ago by kees_b.

How can we use AI to fight back against an AUTOCRATIC government?

In reply to Reply To: Predictive threat intelligence: using AI to anticipate cyber attacks

The ideas here doesn’t stop DOGE attacks.

Until you address that, your ideas are just that.

Reply To: Predictive threat intelligence: using AI to anticipate cyber attacks

In reply to Predictive threat intelligence: using AI to anticipate cyber attacks

Your perspective is spot on. AI-powered threat prediction is a game-changer. I suggest integrating threat intel feeds with behavioral analytics to enhance accuracy and reduce false positives further.

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