Brian F. Leaf

T: 703 456 8053

bleaf@cooley.com

March 1, 2019

Tenable Holdings, Inc.

7021 Columbia Gateway Drive, Suite 500

Columbia, MD 21046

Re: Registration on Form S-8

Ladies and Gentlemen:

We have acted as counsel to Tenable Holdings, Inc., a Delaware corporation (the “Company”), and you have requested our opinion in connection with the filing of a Registration Statement on Form S-8 (the “Registration Statement”) with the U.S. Securities and Exchange Commission, covering the offering of up to (a) 4,656,320 shares of the Company’s common stock, par value $0.01 per share (the “2018 EIP Shares”) issuable pursuant to the Company’s 2018 Equity Incentive Plan and (b) 1,396,896 shares of common stock, par value $0.01 per share (together with the 2018 EIP Shares, the “Shares”) issuable pursuant to the Company’s 2018 Employee Stock Purchase Plan (together with the Company’s 2018 Equity Incentive Plan, as amended, the “Plans”).

In connection with this opinion, we have examined and relied upon the Registration Statement and related prospectuses, the Company’s Amended and Restated Certificate of Incorporation and Amended and Restated Bylaws, as currently in effect, the Plans and the originals or copies certified to our satisfaction of such other records, documents, certificates, memoranda and other instruments as we deem necessary or appropriate to enable us to render the opinion expressed below. We have assumed the genuineness and authenticity of all documents submitted to us as originals and the conformity to originals of all documents submitted to us as copies thereof. As to certain factual matters, we have relied upon a certificate of an officer of the Company and have not sought to independently verify such matters.

Our opinion is expressed only with respect to the General Corporation Law of the State of Delaware. We express no opinion to the extent that any other laws are applicable to the subject matter hereof and express no opinion and provide no assurance as to compliance with any federal or state securities law, rule or regulation.

On the basis of the foregoing, and in reliance thereon, we are of the opinion that the Shares, when sold and issued in accordance with the Plans, the Registration Statement and related prospectuses, will be validly issued, fully paid, and nonassessable (except as to Shares issued pursuant to certain deferred payment arrangements, which will be fully paid and nonassessable when such deferred payments are made in full).

Tenable Holdings, Inc.

March 1, 2019

Page Two

We consent to the filing of this opinion as an exhibit to the Registration Statement.

Sincerely,

Cooley LLP

By: /s/ Brian F. Leaf

Brian F. Leaf