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Tag: cybersecurity

A Deep Learning Approach for Detecting Unknown Malware

Jan 25, 2018 |

All of the major antivirus vendors at this point are moving towards machine learning approaches to keep up with the evolving threat landscape. That’s the good news. However, with upwards of 1 million new pieces of malware released into the wild per day, traditional machine learning approaches may be not be up to the task. Read more…

Machine Learning ‘Arms Race’ Ahead, McAfee Warns

Nov 30, 2017 |

Machine learning is becoming an essential tool for helping cyber defenders detect vulnerabilities, spot suspicious behavior and contain exploits. At the same time, hackers are using machine learning to spot vulnerabilities, launch attacks and disrupt models used by defenders. Read more…

McAfee Folds Analytics Into Security Tools

Oct 18, 2017 |

The hackers are winning, and most cyber defenses are reactive despite ongoing efforts to achieve real-time threat detection capabilities. While artificial intelligence approaches are making inroads in the cat-and-mouse game of cyber-security, some security vendors are incorporating advanced analytics into security operations. Read more…

Hacker Hunting: Combatting Cybercrooks with Big Data

Jul 13, 2017 |

When it comes to cybersecurity, the big data explosion represents both a liability and an asset. On the one hand, big collections of data represent a treasure trove that hackers would love to get their dirty little mitts on. Read more…

Startup Takes AI Approach as Cyber Threats Mount

Jun 29, 2017 |

Little else has worked lately when it comes to cybersecurity, prompting a startup and its backers to give artificial intelligence a shot.

A group of industry veterans that includes a former FBI cyber-security expert emerged from stealth mode this week with a plan to leverage AI and machine learning technology to bolster enterprise security frameworks. Read more…

Masking Technical Complexity in the Security Data Lake

May 2, 2017 |

Today’s growing cybersecurity threat demands a sophisticated response, one that increasingly involves the utilization of big data technologies like parallel file systems and machine learning. However, some security experts warn that growing number and complexity of big data security tools could be hindering the cause. Read more…

How ‘Purple Rain’ Bolsters Security Intelligence for Capital One

Apr 21, 2017 |

In the cat-and-mouse game of cyber security, sometimes you win, and sometimes the bad guys get a victory. Thanks to a powerful new security framework dubbed “Purple Rain,” the folks at Capital One are setting themselves up for success. Read more…

Cybersecurity Grabs the Big Data Spotlight

Jan 11, 2017 |

For all the good that big data can bring your company, it also introduces certain risks. Thanks to a growing awareness about the importance of cybersecurity as a result of recent high-profile breaches, businesses will have a harder time ignoring these risks in 2017, technology executives say. Read more…

Machine Learning Enlisted to Fight Ransomware

Jun 14, 2016 |

Everyone seemingly is complaining about the spread of ransomware, and now somebody is trying to do something about it using machine learning-based behavioral analytics techniques to track suspicious behavior on company networks. Read more…

Why ONI May Be Our Best Hope for Cyber Security Now

May 9, 2016 |

Huge volume of network data has made it all but impossible for the good guys to detect new security threats, which has created space for the bad guys to operate. Read more…

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