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Hacker’s guide to asymmetrical OSINT warfare

I’ve never experienced a warzone or had to survive an invading army, but I know something about powerlessness.

OSINT tips
Jesse William McGraw
Jesse William McGraw Contributor
June 24, 2025 Updated: June 23, 2025 7 min read

Identifying bot behaviors and tracking disinformation campaigns

  • High volume posting: If social media post activity is running around the clock, this suggests the use of bots or shift-based control.
  • No personal content: The absence of selfies, personal photos, food, friends, or family-related content means the account is likely a sock puppet.
  • Only follows or interacts with accounts that share the same political views: This narrow behavior could indicate a coordinated disinformation campaign, especially if the account avoids all opposing opinions and only promotes one side.
  • No replies, only posts/retweets: This is classic behavior associated with bots.
  • Instant commentary on breaking news: Generally pre-scripted narratives or alerts connected to information cells.
  • Repetitive phrases: Linguistic and psychological indicators, such as repetitive phrasing in military or political slogans copied and pasted identically across many profiles, occur commonly in ideologically driven campaigns. This helps connect the sock accounts in the propaganda network.
  • Overuse of emojis and hashtag bombing: This is commonly associated with artificial amplification tactics. Foreign scammers using bots clumsily rely on these in excess.
  • Disregard for nuance or evidence: Propaganda doesn't like to debate. Its sole purpose is to assert a narrative, not question it.
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Hoaxy social media interactions
An example of Hoaxy tracking social media interactions with the keyword “Ukraine”.

Taking back the narrative: sockpuppet warfare

  • Gather useful intelligence
  • Disrupt propaganda ecosystems
  • Join private or closed communities
  • Silently shift narratives from within
  • Blend into opposition bubbles

People-powered surveillance

Analyzing the media artifacts

Niamh Ancell Jurgita Lapienyte Izabele Pukenaite Marcus Walsh
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