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Photo: Tony Avelar/Bloomberg via Getty Images

Symantec announced Sunday that it's opening up for its customers the use of advanced machine learning tools that helped the antivirus firm do pioneering research on state-sponsored cyber threats.

Why it matters: The tool being offered to the public has ties to some heavy-duty research. Alejandro Borgia, Symantec's vice president of product management, said the newly-public "Targeted Attack Analytics" software was key in the firm's work connecting the Wannacry ransomware to the same attackers that hacked Sony — which the U.S. government confirmed had been North Korean operations. Borgia also also credited the TAA software with Symantec's influential work on the "Dragonfly" energy sector espionage campaign.

The details: TAA will analyze telemetric data from Symantec clients and report red flags to clients automatically. Until now, TAA had only been used as a tool to assist Symantec employees — not as an automated detection system. "We've been able to identify around 10 attackers a week before they've done any damage," said Borgia.

  • TAA is designed to search for what the industry sometimes calls advanced persistent threats — targeted attacks from well-funded actors. "By design, they're the hardest attackers to discover," said Borgia.
  • It analyzes everything from how network users traverse a network to scripted commands that are run.
  • Borgia said the software was trained to mimic Symantec's internal research team. They knew it was effective, he said, when it began to identify threats that the researchers themselves have never seen before.

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Why it matters: New media platforms can instantly put a national spotlight on cases that have long been forgotten or buried under red tape.

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The next big bottleneck in the global vaccination effort

Illustration: Rae Cook/Axios

The world still needs more coronavirus vaccines, but an additional bottleneck has emerged in many low-income countries: They need help getting shots in arms.

Why it matters: Increasing vaccination rates across the world is both a humanitarian necessity and the best way to prevent dangerous new variants from emerging, but it increasingly requires complex problem-solving.

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COVID-19 Omicron variant cases identified in Europe, U.K.

People wearing masks walk in London on Nov. 25. Photo: Li Ying/Xinhua via Getty Images

Health officials in the United Kingdom, Italy and Germany announced on Saturday that they've detected the first known cases of the new COVID-19 Omicron variant.

Why it matters: The discoveries come as the world scrambles to respond to concerns over the new variant, discovered in South Africa earlier this week.