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TiPS Episode 25 1205 - SWATTING Call Bots: Detecting AI-Generated 9-1-1 Calls
It's a new frontier of public safety fraud — AI-generated SWATTING bots.
These systems aren’t prank callers. They’re fully automated digital attackers capable of:
🔹 Cloning voices
🔹 Mimicking panic
🔹 Driving SWATTING attacks at scale
🔹 Overwhelming ECCs with believable—but synthetic—calls
In this episode, Fletch breaks down how these AI-driven “panic bots” work, how they’re built, why they’re becoming dangerously realistic, and most importantly — how your center can detect them BEFORE they trigger a full emergency response.
🔥 What synthetic 9-1-1 callers actually sound like
From perfect tone stability to missing breath patterns — the red flags every call taker must know.
🎙️ The tech behind SWATTING Call Bots
Voice clones, script generators, and full-autonomous fraud engines that can respond interactively to dispatchers.
📡 Why NG911 increases the attack surface
More data. More automation. More opportunities for AI-driven fraud.
🧠 Tools for detecting synthetic callers
Acoustic fingerprinting
Breath-pattern analysis
Noise authenticity scanning
Behavioral “disruption questions”
Metadata correlation
…and the real future: AI that flags bot calls in the first three seconds.
🚨 Why this matters for ECCs TODAY
Many centers report already seeing AI-generated calls.
Whether you’re a dispatcher, PSAP administrator, telecommunicator, ESInet engineer, or vendor in the NG911 ecosystem — this episode is your early warning. This threat is real. It’s growing. And it’s coming to a console near you.
🎧 New TiPS episodes drop every Monday, Wednesday, and Friday at http://911TiPS.com
Follow http://x.com/@Fletch911 on X for more nsights, humor, and tech deep dives
Check out his Blogs at http://Fletch.TV
Copyright ©2025 Fletch911, LLC Media Productions http://Fletch911.com
REMEMBER : NEW EPISODES are published each week on Monday, Wednesday, and Friday morning - usually around 8AM on"Fletch's LinkedIn page [ https://www.linkedin.com/in/fletch911/ ]
For Fletch's Blogs, see his Wordpress Site at [ http://Fletch.TV ]
and you can follow him on Social Media (such as X) @Fletch911
For NG911 Consulting Services - you can reach Fletch through Fletch 911, LLC at http://Fletch911.com
View all episodes
By fletch911
5
33 ratings
It's a new frontier of public safety fraud — AI-generated SWATTING bots.
These systems aren’t prank callers. They’re fully automated digital attackers capable of:
🔹 Cloning voices
🔹 Mimicking panic
🔹 Driving SWATTING attacks at scale
🔹 Overwhelming ECCs with believable—but synthetic—calls
In this episode, Fletch breaks down how these AI-driven “panic bots” work, how they’re built, why they’re becoming dangerously realistic, and most importantly — how your center can detect them BEFORE they trigger a full emergency response.
🔥 What synthetic 9-1-1 callers actually sound like
From perfect tone stability to missing breath patterns — the red flags every call taker must know.
🎙️ The tech behind SWATTING Call Bots
Voice clones, script generators, and full-autonomous fraud engines that can respond interactively to dispatchers.
📡 Why NG911 increases the attack surface
More data. More automation. More opportunities for AI-driven fraud.
🧠 Tools for detecting synthetic callers
Acoustic fingerprinting
Breath-pattern analysis
Noise authenticity scanning
Behavioral “disruption questions”
Metadata correlation
…and the real future: AI that flags bot calls in the first three seconds.
🚨 Why this matters for ECCs TODAY
Many centers report already seeing AI-generated calls.
Whether you’re a dispatcher, PSAP administrator, telecommunicator, ESInet engineer, or vendor in the NG911 ecosystem — this episode is your early warning. This threat is real. It’s growing. And it’s coming to a console near you.
🎧 New TiPS episodes drop every Monday, Wednesday, and Friday at http://911TiPS.com
Follow http://x.com/@Fletch911 on X for more nsights, humor, and tech deep dives
Check out his Blogs at http://Fletch.TV
Copyright ©2025 Fletch911, LLC Media Productions http://Fletch911.com
REMEMBER : NEW EPISODES are published each week on Monday, Wednesday, and Friday morning - usually around 8AM on"Fletch's LinkedIn page [ https://www.linkedin.com/in/fletch911/ ]
For Fletch's Blogs, see his Wordpress Site at [ http://Fletch.TV ]
and you can follow him on Social Media (such as X) @Fletch911
For NG911 Consulting Services - you can reach Fletch through Fletch 911, LLC at http://Fletch911.com