Security

Malvertising Detection

Detect malicious ads using multimodal analysis of HAR traces, images, and text to identify threats before they reach users.

0.0K runs

Deploy Recipe

from mixpeek import Mixpeek

client = Mixpeek("your-api-key")

# Create a collection for malvertising detection
client.collections.create(
    feature_extractors=[
        "object-detection",
        "scene-detection",
        "text-embedding",
        "content-classification"
    ]
)

Feature Extractors

Object Detection

Identify and locate objects within images with bounding boxes

631K runs

Scene Detection

Detect and classify scenes in video content

450K runs

Text Embedding

Extract semantic embeddings from documents, transcripts and text content

827K runs

Content Classification

Classify video content by category and attributes

380K runs

Retrievers

KNN Search

K-Nearest Neighbor search for finding similar vectors based on distance metrics

450K runs

Hybrid KNN Search

Combines vector similarity with keyword matching for improved retrieval accuracy

325K runs

Industry Resources

Security Resources