Table 1 Comparative analysis of blockchain and RL-enhanced IIoT data sharing frameworks.

Reference	Blockchain-Based	ML/RL	Dynamic Node Selection	Smart Contract Access Control	IIoT/Edge Suitability
Kaur et al.⁴	No	Yes	No	No	Yes
Makhdoom et al.⁵	Yes	No	No	No	Yes
Aljumah⁶	Yes	No	No	No	Yes
Yang et al. (EdgeShare)⁹	Yes	No	No	Yes	Yes
Androulaki et al.¹⁷	Yes	No	No	No	No
Wang et al.¹⁸	No	No	No	No	Yes
Wood (Ethereum)¹⁹	Yes	No	No	No	No
Benet & Greco (Filecoin)²⁰	Yes	No	No	No	No
Mollah et al.²¹	Yes	No	No	Yes	Yes
ChainSplitter²²	Yes	No	No	No	Yes
LayerChain²³	Yes	No	No	No	Yes
El-Hindi et al.²⁴	Yes	No	No	No	No
BGP-LSChain²⁵	Yes	No	No	Yes	No
Ababio et al.²⁶	Yes	Yes	No	No	Yes
IoV-6G + + ²⁷	Yes	No	No	No	Yes
IoEPM + ²⁸	Yes	No	No	No	Yes
Kumar et al.²⁹	Yes	No	No	No	Yes
Zhang et al.^30,31	Yes	No	No	No	Yes
Kumar et al.³²	Yes	No	No	No	Yes
Liu et al.³³	Yes	Yes	Yes	No	Yes
Lu et al.³⁴	Yes	Yes	No	No	Yes
Abou El Huda et al.³⁵	Yes	Yes	No	No	Yes
SecureShare ³⁶	Yes	No	No	No	No

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