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AI Vulnerability Scanning market Size to Grow USD 7,574.30 Million by 2030 at a CAGR of 13.52% | Valuates Reports

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BANGALORE, India, June 24, 2024 /PRNewswire/ — AI Vulnerability Scanning market is Segmented by Type (On-premises, Cloud-Based), by Application (SMEs, Large Enterprise): Global Opportunity Analysis and Industry Forecast, 2024-2030.

The global AI Vulnerability Scanning market was valued at USD 3121.56 million in 2023 and is anticipated to reach USD 7,574.30 million by 2030, witnessing a CAGR of 13.52% during the forecast period 2024-2030.

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 Major Factors Driving the Growth of AI Vulnerability Scanning Market:

The market for AI vulnerability assessment is being pushed by the growing requirement for strong cybersecurity defenses against increasingly complex and dynamic cyberthreats. AI-specific vulnerabilities are becoming more likely as organizations use machine learning (ML) and artificial intelligence (AI) more extensively, which calls for the use of specialized scanning solutions. AI vulnerability scanners use cutting-edge algorithms to find and fix security flaws in AI models, shielding against criminal activity, data breaches, and adversarial attacks. The demand for AI vulnerability screening tools is being driven primarily by the increasing awareness of AI security concerns, regulatory constraints for strict data protection, and the integration of AI across multiple sectors, including banking, healthcare, and automotive. Furthermore, improvements in AI and ML methods boost these scanning solutions’ efficacy and propel the market forward.

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TRENDS INFLUENCING THE GROWTH OF THE AI VULNERABILITY SCANNING MARKET

Because cloud-based AI vulnerability scanning provides scalable, effective, and all-encompassing security solutions, it is driving the growth of the AI vulnerability scanning market in major companies. By constantly monitoring and analyzing enormous volumes of data across enterprise networks, these cloud-based systems make use of cutting-edge AI algorithms to spot possible vulnerabilities in real time. Large businesses can effectively manage security across different and complex IT infrastructures thanks to the flexibility and scalability of cloud solutions, which guarantees strong defense against constantly changing cyber threats. Furthermore, cloud-based platforms’ centralized architecture makes it simpler to integrate and upgrade with pre-existing security frameworks, which improves overall resiliency. The market is expanding significantly as a result of large organizations prioritizing cybersecurity and the increased need for advanced, AI-driven vulnerability detection solutions.

The market for AI vulnerability scanning is primarily driven by the rise in complex cyberthreats. Organizations are becoming more cognizant of the necessity for sophisticated security measures as cyber threats escalate in complexity and frequency. When it comes to identifying and countering these contemporary threats, traditional vulnerability scanning techniques frequently fall short. Real-time detection and prediction analysis capabilities are provided by AI-powered vulnerability scanning solutions, which can detect possible security breaches before they happen. Organizations must make significant investments in AI-based security solutions in order to preserve business continuity and protect critical data.

One major element propelling the market expansion for AI vulnerability scanning is regulatory compliance. Tight laws are being passed by governments and business associations across the globe to guarantee cybersecurity and data security. Sufficient observance of regulations like GDPR, HIPAA, and CCPA necessitates ongoing security vulnerability reporting and monitoring. AI vulnerability scanning systems offer thorough and automated security assessments, which assist enterprises in meeting these legal obligations. This ability not only guarantees compliance but also lowers the possibility of fines and harm to one’s reputation, which motivates more companies to choose AI-powered security solutions.

Another important element propelling the market for AI vulnerability scanning is cost effectiveness. Conventional security methods are resource-intensive and can require a large amount of manual effort, which raises operational costs. The identification and mitigation of security threats are automated by AI-powered vulnerability scanning solutions, which minimizes the need for significant human participation. Organizations save a significant amount of money because of this automation, especially big businesses with sophisticated IT infrastructures. Furthermore, early vulnerability detection reduces the possible financial effect of cyberattacks, which makes AI-driven solutions a financially viable choice for companies.

The market for AI vulnerability scanning is expanding due in large part to the need for real-time threat identification. Real-time security threat detection and response is essential in today’s fast-paced digital world. Artificial intelligence (AI)-driven vulnerability scanning solutions enable businesses to quickly respond to possible threats by offering continuous monitoring and instantaneous analysis of security weaknesses. Reducing the effects of cyberattacks and preserving the integrity of vital systems depend on this real-time detection capabilities. Adoption of AI-based security solutions is driven by the increased requirement for quick reaction to threats.

The market for AI vulnerability screening is being driven by several factors, including increased accuracy and precision. Conventional vulnerability scanning techniques can miss subtle security risks and generate false positives. On the other hand, AI-powered products use sophisticated analytics and machine learning algorithms to pinpoint vulnerabilities extremely precisely. This lowers the quantity of false alarms and guarantees that serious dangers are dealt with right away. Because AI-driven solutions are more accurate, security measures are more effective overall, which is why businesses looking for dependable and all-inclusive vulnerability management choose them.

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AI VULNERABILITY SCANNING MARKET SHARE ANALYSIS

The market for AI vulnerability scanning is dominated by North America because of the region’s strong emphasis on cybersecurity and technical improvements. Because there are so many tech businesses, financial institutions, and government organizations in the US that need to implement strong cybersecurity measures, the country is a big participant in this space. The development and uptake of sophisticated vulnerability scanning solutions are aided by the presence of significant AI and cybersecurity companies in the area. The industry is additionally driven by strict regulatory requirements, such as those imposed by the Health Insurance Portability and Accountability Act (HIPAA) and the Federal Information Security Management Act (FISMA), which force firms to install extensive security measures. The increased frequency of cyberattacks in North America emphasizes the necessity for sophisticated AI-powered security measures.

Key Players:

European UnionCRYPTTECHSecPointTheSmartScannerSecureWorksCybotsCyber OrionImmuniWeb SAVertaHuawei CloudFreeBufAlibaba CloudIBMGoogle CloudBARUTUAmazon AWS

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Technology

Topaz Labs announces its largest single release of AI models in company history with “Next-Gen” launch

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DALLAS, April 28, 2026 /PRNewswire/ — Topaz Labs, the AI image and video enhancement company, has announced four new image enhancement models and two video enhancement models across five applications. The collection of “Next-Gen” models offer powerful sharpening, denoising, and upscaling results to visual content. Image models included are Wonder 3, Denoise Max, Super Focus 3, and High Fidelity 3. For video, Starlight Precise 2.5 and Astra 2 were announced.

The collection of models offers powerful sharpening, denoising, and upscaling results to visual content.

“This is both the largest and most technically advanced set of models we’ve released in the company’s history,” says Eric Yang, CEO, Topaz Labs. “We launched Topaz NeuroStream earlier this year with the goal of enabling local rendering of complex models for more users. Without such technology, the complex, heavyweight AI models in today’s release would have been limited to cloud-only rendering, forcing users to pay per use and be reliant on internet connection. We believe local use is crucial to the future of AI in both professional and consumer use cases, and today’s release is a huge step.” 

Topaz NeuroStream is proprietary technology that reduces VRAM usage by up to 95% and allows exponentially more users on consumer-grade hardware to use AI models locally. A total of six Topaz models are now powered by NeuroStream.

Next-Gen Release Image Models 

Wonder 3: A magical, one-click sharpen, upscale, and denoise model for images.
Denoise Max: New standard for removing noise and grain in images.
Super Focus 3: Next-level sharpening model that brings subjects back from the blur.
High Fidelity 3: The newest model for upscaling high-res inputs like smartphone photos and RAW images.

All image models in this release are available in Topaz Photo desktop application and via API. Wonder 3 and Denoise Max are also available in Express, a web-based tool.

Next-Gen Release Video Models

Starlight Precise 2.5 (Local): Groundbreaking video model that brings out natural visual details with stunning results, with local availability in Topaz Video

Astra 2: The next generation of creative video upscaling that enhances clarity, richness, and visual complexity of videos by adding new detail.

Both highlighted video models are available via cloud rendering in Astra and API. Starlight Precise 2.5 (Local) can be found in the Topaz Video desktop application.

About Topaz Labs
Founded in 2005, Topaz Labs is a leader in AI-powered image and video enhancement. Its technology is used by 1.5 million customers, including 20 of the world’s top 50 companies. Known for industry-leading products like Topaz Photo, Topaz Video, Topaz Gigapixel, Astra and Bloom, the company continues to invest heavily in research and development, advancing the frontiers of imaging technology in collaboration with academic and industry partners.

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SOURCE Topaz Labs

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Dreame Technology Launches the L60 Series, Led by the Flagship L60 Pro Ultra

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New lineup brings industry-leading intelligence and full-home automation to a new generation of robot vacuums

SAN FRANCISCO, April 28, 2026 /PRNewswire/ — Dreame Technology, a leader in smart home innovation, today announced the L60 Series, a new lineup of four robot vacuums engineered for the full range of modern home environments. Built on a shared foundation of premium cleaning performance, intelligent navigation, and hands-free automation, the L60 Series is designed to meet the needs of every kind of household, from compact apartments to multi-story homes, and from single-surface layouts to complex mixed-flooring environments.

“The L60 Series represents exactly what Dreame stands for: powerful, intelligent cleaning that adapts to how people actually live,” said Ana Wang, CEO of Dreame Technology North America. “Whether you have a multi-story home, pets, mixed flooring, or low furniture, there’s an L60 built for your needs. Every model in the lineup delivers the core cleaning experience our customers expect from Dreame.”

Meet the L60 Series

The L60 Series is built around four distinct models, each tailored to a different home profile and cleaning priority:

L60 Pro Ultra — The Ultimate All-in-One. The flagship vacuum is purpose-built for large floor plans, multi-surface transitions, and complex terrain. Features the 3.46-inch ProLeap™ System, 35,000Pa Vormax™ Suction, Dual Omni-Scrub Mopping with Hot Water, and an industry-leading 6,400mAh PowerCore™ Battery.L60 Ultra — Precision Whole-Home Coverage. A balanced high-performer built around Dreame’s latest 2026 sensor technology and a 3.23in (82mm) ultra-thin design for precise navigation in low-light spaces and flawless cleaning under low-profile furniture. Includes AI-Enhanced 3D ToF Vision, 35,000Pa Vormax™ Suction, HyperStream™ Detangling DuoBrush 2.0, SmartDirt™ Detection, Pet-Friendly Care 5.0, and Matter, Apple Watch, and Home Screen Shortcut support.L60 Ultra PE (Performance Edition) — The Intelligent Step-Up. An upgraded everyday performer for homes that need an extra boost on hair pickup, with 30,000Pa Vormax™ Suction, the HyperStream™ Detangling DuoBrush, 3DAdapt™ Obstacle Avoidance, and Smart Pathfinder Technology with 220 object type recognition.L60 Ultra FE (Fine Edition) — The Essential Automated Choice. An entry-level powerhouse delivering the core promise of maintenance-free floor care, with 30,000Pa Vormax™ Suction, TriCut Brush 3.0, Dual Flex Arm Technology, and the full PowerDock™ automation experience.

A Shared Foundation of Premium Performance

Every model in the L60 Series shares a core set of capabilities that set a new baseline for modern robot vacuums, including:

212°F (100°C) ThermoHub™ Mop Self-Cleaning for hygienically clean mop pads after every cycle30,000–35,000Pa Vormax™ Suction across the lineup for powerful pickup on every surfaceDual Flex Arm Technology for adaptive side-brush and mop coverage in corners and along edgesMop Lifting for seamless transitions between hard floors and carpetAutomatic Solution Dispensing for consistent cleaning chemistry without manual refillsThe 8-in-1 PowerDock™ base station, which handles auto-empty, mop washing, hot-air drying, and solution management for truly hands-free operation

L60 Pro Ultra: The Flagship Experience, Redefined for Complex Homes

Leading the lineup is the L60 Pro Ultra, featuring select top-tier specifications optimized for large-scale layouts and complex terrains. It pairs the series’ most capable hardware with Dreame’s most advanced intelligence to deliver a seamless, one-stop cleaning experience that effortlessly tackles stubborn stains across expansive and complex home layouts.

At the heart of the Pro Ultra’s navigation advantage is the 3.46-inch ProLeap™ System, the lineup’s most capable obstacle-crossing system, paired with VersaLift Navigation for cleaning under low-clearance furniture. It is equipped with dual-laser 3D structured light, an AI RGB camera, and LED illumination, enabling it to recognize over 280 types of obstacles — for precise, real-time avoidance in any lighting condition.

The Pro Ultra delivers 35,000Pa Vormax™ Suction alongside the HyperStream™ Detangling DuoBrush, together extracting embedded debris, pet hair, and fine particles from every floor type without tangles or jams. Its Dual Omni-Scrub Mopping with Hot Water system pairs rotating mop pads with a Thermal Mop Pad and ThermoHub™ 212°F (100°C) Mop Self-Cleaning, while the AceClean™ DryBoard minimizes residue — eliminating grease, bacteria, and moisture that cold-water systems simply can’t address. An industry-leading 6,400mAh PowerCore™ Battery provides whole-home coverage on a single charge.

The Pro Ultra’s OmniDirt™ Detection Technology identifies high-soil areas and automatically triggers Mop Rewashing and Floor Remopping for a truly thorough result. Pet-Friendly Care 4.0 adds pet-aware detection and navigation, while Upgraded Intelligent Carpet Cleaning optimizes suction and mop behavior for mixed-flooring homes. Direct Voice Control and app control round out the experience for effortless day-to-day use.

Pricing and Availability

The Dreame L60 Series is available now through the Dreame website and Amazon (L60 Pro Ultra, L60 Ultra, L60 Ultra PE, L60 Ultra FE), with launch-offer pricing through the official website. Customers who purchase on dreametech.com receive a free accessory kit with their order.

L60 Pro Ultra — MSRP $1,399.99 | Launch Offer $1,259.99L60 Ultra — MSRP $1,299.99 | Launch Offer $1,169.99L60 Ultra PE — MSRP $1,099.99 | Launch Offer $879.99L60 Ultra FE — MSRP $999.99 | Launch Offer $749.99

For more information about the L60 Series, visit dreametech.com/pages/l60-series-robot-vacuum.

About Dreame Technology

Established in 2017, Dreame Technology is an innovative consumer product company focused on smart home cleaning appliances with the vision to empower lives through technology. Follow us on Facebook, Instagram, TikTok and Twitter. For more information, please visit https://www.dreametech.com/.

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SOURCE Dreame Technology

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Vanda Pharmaceuticals announces the publication of “Efficacy and Safety of Imsidolimab for Generalized Pustular Psoriasis” in NEJM Evidence

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WASHINGTON, April 28, 2026 /PRNewswire/ — Vanda Pharmaceuticals Inc. (Vanda) (Nasdaq: VNDA) today announced the publication of the original research article titled “Efficacy and Safety of Imsidolimab for Generalized Pustular Psoriasis” in New England Journal of Medicine (NEJM) Evidence1.

The findings of this pivotal phase III study are included in the Biologics License Application (BLA) for imsidolimab for the treatment of Generalized Pustular Psoriasis (GPP), submitted to the U.S. Food and Drug Administration (FDA) with a target action date of December 12, 2026.

References

Smieszek, S. et al. Efficacy and Safety of Imsidolimab for Generalized Pustular Psoriasis. NEJM Evidence 5, (2026). 

About Imsidolimab

Imsidolimab is a fully humanized IgG4 monoclonal antibody that inhibits IL-36 receptor signaling and is being developed for GPP, a rare orphan indication. Regulatory and patent exclusivity for imsidolimab is expected to extend into the late 2030s. Vanda holds an exclusive global license for the development and commercialization of imsidolimab from AnaptysBio (Nasdaq: ANAB).

About Vanda Pharmaceuticals

Vanda is a leading global biopharmaceutical company focused on the development and commercialization of innovative therapies to address high unmet medical needs and improve the lives of patients. For more on Vanda Pharmaceuticals Inc., please visit www.vandapharma.com and follow us on X @vandapharma.

CAUTIONARY NOTE REGARDING FORWARD-LOOKING STATEMENTS

Various statements in this press release, including, but not limited to statements regarding the anticipated timing of the completion of the FDA’s review of the imsidolimab BLA; Vanda’s plans to seek FDA approval of imsidolimab for the treatment of GPP; and the potential to extend regulatory and patent exclusivity for imsidolimab into the late 2030s, are “forward-looking statements” under the securities laws. All statements other than statements of historical fact are statements that could be deemed forward-looking statements. Forward-looking statements are based upon current expectations and assumptions that involve risks, changes in circumstances and uncertainties. Important factors that could cause actual results to differ materially from those reflected in Vanda’s forward-looking statements include, among others, the FDA’s ability to complete its review of, and reach a decision with respect to, the imsidolimab BLA by December 12, 2026; Vanda’s ability to obtain FDA approval of imsidolimab for the treatment of GPP; and Vanda’s ability to satisfy the conditions necessary to extend regulatory and patent exclusivity for imsidolimab into the late 2030s. Therefore, no assurance can be given that the results or developments anticipated by Vanda will be realized, or even if substantially realized, that they will have the expected consequences to, or effects on, Vanda. Forward-looking statements in this press release should be evaluated together with the various risks and uncertainties that affect Vanda’s business and market, particularly those identified in the “Cautionary Note Regarding Forward-Looking Statements”, “Risk Factors” and “Management’s Discussion and Analysis of Financial Condition and Results of Operations” sections of Vanda’s most recent Annual Report on Form 10-K, as updated by Vanda’s subsequent Quarterly Reports on Form 10-Q, Current Reports on Form 8-K and other filings with the U.S. Securities and Exchange Commission, which are available at www.sec.gov.

All written and verbal forward-looking statements attributable to Vanda or any person acting on its behalf are expressly qualified in their entirety by the cautionary statements contained or referred to herein. Vanda cautions investors not to rely too heavily on the forward-looking statements Vanda makes or that are made on its behalf. The information in this press release is provided only as of the date of this press release, and Vanda undertakes no obligation, and specifically declines any obligation, to update or revise publicly any forward-looking statements, whether as a result of new information, future events or otherwise, except as required by law.

Corporate Contact:
Kevin Moran
Senior Vice President, Chief Financial Officer and Treasurer
Vanda Pharmaceuticals Inc.
202-734-3400
pr@vandapharma.com

Jim Golden / Jack Kelleher / Dan Moore
Collected Strategies
VANDA-CS@collectedstrategies.com

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SOURCE Vanda Pharmaceuticals Inc.

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