
Cobalt Iron Inc., a leading provider of SaaS-based enterprise data protection, today announced that it has received another new patent, this time for machine learning-driven cyber inspection. Issued on Sept. 19, U.S. Patent 11765187 introduces new capabilities for Cobalt Iron Compass , an enterprise SaaS backup platform. When fully implemented, the new techniques will apply machine learning analysis to determine which cyber inspection tools are most appropriate and effective for given data or cyber threats. They will also allow businesses to adjust proactively and automatically to which, how, and when cyber inspection tools are used to validate corporate data. This optimizes cyber inspection operations, thus improving cyber event detection and data validation processes.
Cyber attacks are increasing in frequency and sophistication. While businesses continue to harden various resources and parts of the IT environment, nefarious characters continue to change their attack approaches and targets. Cyber protections that worked yesterday or are working today may be insufficient in the near future. Companies also need more insights into how well their cyber resiliency schemes are working. In particular, analytics around cyber protection, detection, and inspection operations are woefully lacking in the industry.
This invention addresses those concerns. It qualified for a patent because of several unique characteristics:
Historical analysis of the usage of multiple cyber inspection tools and their effectiveness in detecting different types of cyber events in particular types of data.
The application of machine learning techniques to cyber inspection operations.
Automatic adjustment of a time range to perform cyber inspection operations based on cyber attack indications.
Automatic adjustment of policy-driven cyber inspection using multiple cyber inspection tools and multiple cyber inspection levels:
o at different times or events in the life cycle of a data object.
o or for different types of cyber events.
This patent introduces machine learning technology advancements that will refine and optimize how Compass applies multiple cyber inspection tools depending on the conditions. Specifically, the techniques disclosed in this patent:
Store and analyze machine learning training data associated with a plurality of cyber attacks (including ransomware attacks), inspection class policies, data protection operations, cyber inspection operations, and operational forensics data.
Establish inspection-class policies to specify, for each plurality of security conditions or events, a class of inspection tools and a specific level of inspection to perform within a defined security zone.
o A specific type of data to be inspected.
o A certain point in a data life cycle (e.g., on creation, modification, backup, recovery, etc.) for the specific type of data to be inspected.
Monitor for a variety of security conditions and events.
When a new security condition or event occurs, upon analysis of the machine learning training data and inspection class policies, determine an inspection tool and a specific level of inspection to perform on specific data at a certain point in the data life cycle.
Perform the determined cyber inspection operations.
Dynamically adjust the class of inspection tool and the specific level of cyber inspection to perform on the data to lower the risk and impact of future cyber attacks.
Dynamically adjust a time range to perform cyber inspection operations based on cyber attack indications.
Perform cyber attack forensics and historical analysis to determine particular data objects attacked, attack patterns, attack timings, attack sources, and other proactive insights into cyber attack activities and consequences.
Restrict access control to data objects similar to particular data objects attacked.
For example, Compass might use these techniques to analyze cyber attack patterns and targets, recognize specific types of data or applications being targeted, and automatically restrict access control to similar types of data or applications in the enterprise.
In another instance, the technology might enable Compass to analyze machine learning training data from previous cyber attacks and previous cyber inspection operations to determine whether a different cyber inspection tool or a different level of inspection would be more effective at detecting particular types of cyber attack patterns. And if so, it may dynamically adjust the cyber inspection tool or level of inspection it performs against particular types of data in future cyber inspection operations.
The business outcome: lower risk of undetected cyber security events and continually improved data validation operations.
Organizations are in dire need of more proactive assistance in protecting their data and other IT resources and in detecting suspicious cyber activities, said Rob Marett, chief technology officer at Cobalt Iron. These new techniques apply machine learning analysis to figure out in advance which cyber inspection tools will be best for different scenarios. This allows businesses to continually optimize cyber inspection operations, thus improving their ability to detect cyber events and validate data.
More from TV-Bay
11/03/2026
Matrox Video will showcase its vision for the future of live production at NAB 2026 in Las Vegas, April 19-22, highlighting how broadcasters and media organizat...
11/03/2026
Geneva-based technology company, GlobalM SA, is presenting its GMX Distributed Video Gateway, a software-defined IP media transport platform designed to replace...
11/03/2026
Backlight (booth #N2829), the company behind Iconik and Wildmoka, which power video workflows for large media and entertainment organizations, has released the ...
11/03/2026
QuickLink, a leading provider of award-winning video production and remote guest contribution solutions, presents its latest StudioEdge models at The NAB Show ...
11/03/2026
Telestream, a global leader in media workflow technologies, today announced the expansion of Telestream Cloud Services with the introduction of UP, a new cloud-...
11/03/2026
Operative, the preferred advertising management provider for the world's leading media brands, today announced the launch of AOS for digital media, an AI-po...
11/03/2026
Calrec will be located in Central Hall, on Booth C6907
Choice without compromise
The broadcast industry is going through a rapid evolution that s signalling a...
11/03/2026
The new service is hosted and operated entirely in the Netherlands, combining data sovereignty, resilience, scalability, and predictable costs without relying...
11/03/2026
Ease Live, an Evertz company and leader in interactive graphical overlays, today announced the successful deployment of its platform on Red Bull TV for Premier ...
11/03/2026
Mediagenix, a global leader in smart content solutions to profitably connect the right content to the right audience, is advancing its Semantic Intelligence cap...
11/03/2026
Emergent, a leading provider of AI-enhanced media production solutions, today announced the official launch of Fusion, a powerful, no-code application builder d...
11/03/2026
Utah Scientific today announced the expansion of its Technology Partner Program with the addition of Audinate, Bitfocus, and Skaarhoj, three industry leaders wh...
11/03/2026
DigitalGlue, creator of the creative.space on-premise managed storage platform, today revealed plans to launch creative.space Intelligence (CSI) at NAB 2026 (Bo...
11/03/2026
Maxon, maker of powerful, approachable software solutions for creators working in 2D and 3D design, motion graphics, visual effects, gaming, and more, has annou...
11/03/2026
Composer and Re-recording Mixer Michael Phillips Keeley has built his career around immersive storytelling. Working from his Dolby Atmos-equipped studio, Sound ...
11/03/2026
Leading video software provider Synamedia today announced that YES, the pay-TV subsidiary of the telco Bezeq (TASE: BEZQ), has selected Synamedia Iris to delive...
11/03/2026
As media companies face increasing cost pressures and operational complexity, at the 2026 NAB Show in Las Vegas, Viaccess-Orca (VO), a global leader in OTT / TV...
11/03/2026
Digital Alert Systems, a global leader in emergency communications solutions for media providers, today announced the release of Version 6 software for its DASD...
09/03/2026
Broadpeak, a leader in streaming and monetization at scale, will showcase its latest innovations for broadcasters and streaming platforms at NAB Show 2026 (boot...
06/03/2026
Spanish FM and online broadcaster esRadio has selected DHD RX2 audio production consoles for use at its studio headquarters in Madrid. Part of the Libertad Digi...
06/03/2026
LucidLink, the cloud-native file streaming platform for instant, secure access to large files, today announced LucidLink Connect, a new solution that enables re...
06/03/2026
At the 2026 NAB Show, BeckTV, a premier systems integrator for the broadcast industry, is launching BeckFlow, the first web-based schematic documentation platfo...
06/03/2026
At NAB Show 2026, Net Insight introduces Nimbra Live Intelligence defining a new category and setting a new standard for live operations: the Open Media Platfor...
06/03/2026
At the 2026 NAB Show, Interra Systems will showcase its latest advancements in automated QC, real-time monitoring, and captioning reinforcing its position as ...
06/03/2026
At the 2026 NAB Show, Riedel Communications opens with a clear message to the North American market: production technology does not have to be complex. This yea...
06/03/2026
New partnership combines on-prem video processing with reliable IP transport to support the transition from C-Band satellite to IP distribution
LTN and MediaKi...
05/03/2026
Quality control (QC) has long been a gatekeeper of technical fidelity. Editors and technicians have adhered to a simple, disciplined checklist: bitrate, resolut...
05/03/2026
Leading video software provider Synamedia today announced it has partnered with Swiss sports technology specialist, Asport to deliver global live streaming for ...
05/03/2026
Advanced Systems Group, LLC (ASG), a technology and services provider for media creatives and content owners, announced the promotion of Gretchen Taipale to Vic...
05/03/2026
Clear-Com has provided Gen-IC virtual intercom, its cloud-based voice communications system for SaxaVord Spaceport, the first fully licensed vertical launch s...
05/03/2026
The Hollywood Professional Association (HPA) concluded the 2026 HPA Tech Retreat, convening more than 800 industry leaders, technologists, creatives and executi...
05/03/2026
LynTec, a leading manufacturer of electrical power control solutions for professional audio, video, and lighting systems, today announced that its new Dual DMX ...
05/03/2026
Snicket Labs is pleased to announce a new distribution partnership with ES Broadcast for its award winning solutions, Match and Enrich.
Under the agreement, ES...
05/03/2026
LiveU today announced the first large-scale deployment of its AI-driven LiveU IQ (LIQ ) technology at a global, multi-venue sporting event, setting a new benchm...
03/03/2026
Marshall Electronics premieres the CV356-10X, its latest compact 10X camera that offers Full HD with simultaneous SDI and HDMI outputs, at NAB 2026 (Booth C8339...
03/03/2026
farmerswife, the industry-leading enterprise operations platform for broadcast and post-production, today announced it will exhibit at NAB Show 2026 in Las Vega...
03/03/2026
Manfrotto has announced that the Manfrotto ONE Hybrid tripod has won the iF DESIGN AWARD 2026, one of the world's most respected design honours.
Selected ...
03/03/2026
DHD is expanding the capabilities of its DX2, RX2, SX2 and TX2 broadcast audio mixers, RM1 portable production unit and XC3/XD3/XS2 processing cores with the in...
03/03/2026
Leading video software provider Synamedia and MoMe, a leading Spanish consultancy and systems integrator, today announced the launch of Spain's first stream...
03/03/2026
Home Post Production has further expanded its factual, unscripted, and entertainment capabilities with the acquisition of Picture Shop Bristol, a leading post h...
02/03/2026
Advanced Systems Group, LLC (ASG), a technology and services provider for media creatives and content owners, has appointed Jody Boatwright as Chief Strategy Of...
02/03/2026
Lightware, an industry leader in signal management, is reinforcing its commitment to simplifying complex AV environments with the continued evolution of its TPN...
02/03/2026
ZEISS Cinema opens its doors to an exclusive screening, filmmakers Q&A and hands-on showcase of the new ZEISS Aatma lens family on Tuesday, March 10, 6:00-9:00 ...
02/03/2026
To expand the creative potential of the compact Astera QuikBeam, DoPchoice introduces the SNAPBAG Round. The new light-shaping accessory transforms the powerfu...
02/03/2026
Douglas Dubler
On a rooftop in New York City, veteran photographer Douglas Dubler watched the sun's angle shift across the urban landscape, his internal cl...
02/03/2026
ZEISS is expanding its Otus ML lens family with the introduction of the new ZEISS Otus ML 1.4/35. This manual-focus lens is designed for photographers who live ...
02/03/2026
Matthews Studio Equipment now offers the new Dinkum Systems White FlexiMount and Phone Mount Kit, a compact, highly adaptable setup for mobile content creation...
27/02/2026
Video is one of the lawyer's most powerful storytelling tools in civil litigation today, whether used to transport jurors to an incident scene or challenge ...
27/02/2026
Creative software developer Foundry today released Nuke 17.0, the latest version of its powerful compositing tool for visual effects and animation. Marking one ...
27/02/2026
In a sun-drenched Los Angeles studio filled with guitars, laughter, and the low thrum of KRK monitors, Third Eye Blind's Kryz Reid balances rockstar energy ...