How many alternatives to Aiceberg Risk Signals Library are available?

There are 48 alternatives to Aiceberg Risk Signals Library listed on CybersecTools, all within the AI Threat Detection category. Each alternative is matched based on shared capabilities, tags, and NIST CSF coverage areas.

Is Aiceberg Risk Signals Library free or commercial?

Aiceberg Risk Signals Library is a commercial AI Threat Detection tool. It requires a paid license or subscription. Both free and commercial alternatives are available for comparison.

What type of tool is Aiceberg Risk Signals Library?

Aiceberg Risk Signals Library is a AI Threat Detection tool within the broader AI Security category. It is used by security professionals for ai threat detection capabilities and can be compared against 48 similar tools.

Every Aiceberg Risk Signals Library Alternative & Competitor in 2026

Top Aiceberg Risk Signals Library Alternatives and Competitors at a Glance

A closer look at the 8 most relevant alternatives and competitors to Aiceberg Risk Signals Library, including their key features and shared capabilities.

HiddenLayer AI Detection & Response

Commercial

AI Threat Detection

Real-time detection & response for agentic and generative AI applications

Key features: Prompt injection detection and prevention, PII leakage detection and blocking, Model tampering detection, Model theft prevention, Data poisoning defense

View HiddenLayer AI Detection & Response|HiddenLayer AI Detection & Response alternatives|Compare HiddenLayer AI Detection & Response

Eroun&Company SAIFE X

Commercial

AI Threat Detection

GenAI security platform protecting against data leaks and prompt attacks

Key features: Comprehensive visibility and monitoring of multiple LLMs including ChatGPT and local models, Allow/block scanning controls for LLM access, Usage and cost management by user and LLM, AI-based PII and confidential data detection in unstructured data, Source code leak detection

View Eroun&Company SAIFE X|Eroun&Company SAIFE X alternatives|Compare Eroun&Company SAIFE X

Bosch AIShield Guardian

Commercial

AI Threat Detection

Real-time security platform for deployed AI/ML models and LLM applications.

Key features: ML Firewall with real-time intrusion detection against adversarial attacks, data poisoning, and model extraction, GenAI Guardrails with 75+ configurable policies for prompt injection, jailbreak, and sensitive data protection, PII anonymization and dynamic redaction of confidential data, Bias detection and language safety measures, Audit Mode (Out-of-Band) and Block Mode (In-Sync) operational modes

View Bosch AIShield Guardian|Bosch AIShield Guardian alternatives|Compare Bosch AIShield Guardian

FireTail AI Security Platform

Commercial

AI Threat Detection

AI security platform for discovering, monitoring, and protecting AI integrations.

Key features: Continuous AI discovery and inventory of models, prompts, and logs, Real-time detection of prompt injection, system prompt leakage, and improper output handling, AI security posture management (AI-SPM) with automated risk assessment, Sensitive data exposure monitoring across AI inputs and outputs, Shadow AI discovery and elimination

View FireTail AI Security Platform|FireTail AI Security Platform alternatives|Compare FireTail AI Security Platform

FireTail Centralized AI Logging

Commercial

AI Threat Detection

Aggregates & analyzes LLM logs from multiple AI providers for security & governance.

Key features: Centralized log aggregation from multiple LLM providers into a single platform, Log normalization into a standardized format across providers, Captures prompts, responses, token usage, errors, and metadata, AI anomaly detection for misuse and unexpected model behavior, Detection of advanced attack vectors including jailbreak attempts, DAN-style prompt injections, and base-64 encoded payloads

View FireTail Centralized AI Logging|FireTail Centralized AI Logging alternatives|Compare FireTail Centralized AI Logging

Oligo Runtime AI

Commercial

AI Threat Detection

Runtime security platform for protecting AI-powered apps and agentic AI.

Key features: Real-time monitoring of AI components and detection of exploit attempts, AI Security Posture Management (AI-SPM) for full AI footprint visibility, AI Detection & Response (AI-DR) for monitoring agentic AI actions, tool calls, and OS behavior, AI App Discovery to catalog evaluated and active AI tools and models, Runtime AI vulnerability detection for continuous misconfiguration and vulnerability identification

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DTEX AI Security

Commercial

AI Threat Detection

AI security platform for monitoring GenAI usage and preventing data leaks

Key features: Shadow AI visibility and detection, GenAI prompt monitoring and capture, AI agent identification and distinction from human actions, Data flow blocking to and from AI applications, GenAI usage dashboard and reporting

View DTEX AI Security|DTEX AI Security alternatives|Compare DTEX AI Security

Witness Observe

Commercial

AI Threat Detection

Enterprise AI security platform for visibility and control of AI usage

Key features: Network-level AI application and agent discovery without endpoint clients, Real-time AI conversation capture and analysis, Intent-based classification using machine learning models, Bidirectional runtime protection against prompt injection, Integrated guardrails for data, model, and agent protection

View Witness Observe|Witness Observe alternatives|Compare Witness Observe

The most popular alternatives to Aiceberg Risk Signals Library include HiddenLayer AI Detection & Response, Eroun&Company SAIFE X, Bosch AIShield Guardian, FireTail AI Security Platform, and FireTail Centralized AI Logging. These AI Threat Detection tools offer similar capabilities and are frequently compared by security professionals evaluating their options.

Every Aiceberg Risk Signals Library Alternative & Competitor in 2026

Aiceberg Risk Signals Library Alternatives and Competitors

Top Aiceberg Risk Signals Library Alternatives and Competitors at a Glance

All 48 Alternatives & Competitors to Aiceberg Risk Signals Library

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