diff --git a/docker-and-k8s-security/docker/additional-tools.md b/docker-and-k8s-security/docker/additional-tools.md
index 43e4c74..36a6eff 100644
--- a/docker-and-k8s-security/docker/additional-tools.md
+++ b/docker-and-k8s-security/docker/additional-tools.md
@@ -7,11 +7,11 @@
 - [Clair](https://github.com/quay/clair) - Clair is an open source project for the static analysis of vulnerabilities in appc and docker containers. By [@coreos][coreos]
 - [Dagda](https://github.com/eliasgranderubio/dagda) - Dagda is a tool to perform static analysis of known vulnerabilities, trojans, viruses, malware & other malicious threats in docker images/containers and to monitor the docker daemon and running docker containers for detecting anomalous activities. By [@eliasgranderubio](https://github.com/eliasgranderubio)
 - [Deepfence Enterprise](https://deepfence.io) :heavy_dollar_sign: - Full life cycle Cloud Native Workload Protection platform for kubernetes, virtual machines and serverless. By [@deepfence](deepfence)
-- [Deepfence Threat Mapper](https://github.com/deepfence/ThreatMapper) - Powerful runtime vulnerability scanner for kubernetes, virtual machines and serverless. By [@deepfence](deepfence)
-- [docker-bench-security](https://github.com/docker/docker-bench-security) - script that checks for dozens of common best-practices around deploying Docker containers in production. By [@docker][docker]
+- [Deepfence Threat Mapper](https://github.com/deepfence/ThreatMapper) - Powerful runtime vulnerability scanner for kubernetes, virtual machines and serverless.
+- [docker-bench-security](https://github.com/docker/docker-bench-security) - script that checks for dozens of common best-practices around deploying Docker containers in production. 
 - [docker-explorer](https://github.com/google/docker-explorer) - A tool to help forensicate offline docker acquisitions by Google
 - [docker-lock](https://github.com/safe-waters/docker-lock) - A cli-plugin for docker to automatically manage image digests by tracking them in a separate Lockfile. By [@safe-waters][safe-waters]
-- [notary](https://github.com/theupdateframework/notary) - a server and a client for running and interacting with trusted collections. By [@TUF](https://github.com/theupdateframework)
+- [notary](https://github.com/theupdateframework/notary) - a server and a client for running and interacting with trusted collections. 
 - [oscap-docker](https://github.com/OpenSCAP/openscap) - OpenSCAP provides oscap-docker tool which is used to scan Docker containers and images. By [OpenSCAP](https://github.com/OpenSCAP)
 - [Phonito Security](https://phonito.io/?b=b) :heavy_dollar_sign: - a Docker vulnerability scanner with constant Kubernetes monitoring and pipeline integration.
 - [Prisma Cloud](https://www.paloaltonetworks.com/prisma/cloud) :heavy_dollar_sign: - (previously Twistlock Security Suite) detects vulnerabilities, hardens container images, and enforces security policies across the lifecycle of applications.