List of the Top Ad Fraud Detection Software for MediaMath in 2026

Established in 2011 as a pioneer among mobile measurement partners (MMPs), Kochava now enables marketers to measure what matters across all devices, channels, and platforms. Leverage advanced multi-touch attribution, next-gen marketing mix modeling, and continuous incremental measurement techniques to cultivate growth strategies that are both data-driven and privacy preserving. Gain insights into which cross-channel strategies effectively enhance customer acquisition and retention. The platform boasts essential features such as comprehensive app attribution and analytics, cost data aggregation, deep linking, marketing data management, ETL support, ad fraud detection & prevention, and a professional consulting services team. Kochava’s extensive library of software development kits (SDKs) ensures seamless measurement support across mobile, connected TVs, web, gaming platforms, and other connected devices. With integrated solutions, clients can effortlessly activate and evaluate their campaigns on platforms like Google Ads, Meta, Apple Search Ads, X, Snap, Roku, LG Ads, Amazon Ads, NBCUniversal, TikTok for Business, Yahoo, and a multitude of additional ad networks, CTV platforms, and major publishers. With a culture of customer-driven innovation, dedication to data security, and the most powerful tools in the ecosystem, Kochava is trusted by top brands to harness their data for growth. Headquartered in Sandpoint, ID, the company has offices globally.

At Confiant, we prioritize transparency in our data, maintain current research, and offer a highly customizable anti-Malvertising platform, empowering you to choose your level of involvement and control. You can utilize the most advanced ad quality and security solutions, complete with the essential data and actionable threat intelligence to enhance your digital safety. Additionally, our platform features sophisticated ad tech integrations, ensuring you enjoy unmatched visibility across all demand sources for publishers and ad platforms, as well as mobile app publishers through our SDK. Since our inception in 2013, we have dedicated ourselves to safeguarding online users and organizations of every size. Clients such as Microsoft, Insider, and IBM place their trust in Confiant, backed by our team's collective experience of over a century in online security. Moreover, we have developed the industry's first and only Malvertising Attack Matrix, which details the tactics, techniques, and procedures currently employed in malvertising, allowing you to remain proactive. Our platform processes trillions of ad transactions and identifies millions of malicious incidents each month, continually improving to ensure optimal protection for our users. We are committed to evolving our solutions to meet the ever-changing landscape of digital threats.

Boost the profitability of your premium inventory by leveraging the DV Publisher Suite, which provides a centralized hub for measurement, insights, and crucial tools aimed at enhancing ad delivery, improving inventory quality, and optimizing revenue outcomes. As one of the industry's leading comprehensive yield solutions, it enables you to accelerate revenue growth through data automation, insights into media quality, and inventory optimization tailored for both direct-sold and programmatic inventory. With DV, you can focus on your core revenue-generating efforts rather than getting bogged down with spreadsheets and manual workflows. By integrating all your data sources and revenue streams, you gain the ability to make data-driven decisions backed by thorough reporting and interactive dashboards. Additionally, streamline your operations and simplify billing processes by visually monitoring campaign performance, including pacing and discrepancies. Uncover lucrative new revenue streams by pinpointing high-performing inventory using DV's insights on fraud, viewability, and brand safety metrics, ensuring that your ad operations run efficiently and effectively. In this manner, the DV Publisher Suite not only enhances your yield but also strategically positions you for sustained growth in a highly competitive environment. Embrace these advanced capabilities to stay ahead in the ever-evolving landscape of digital advertising.