The paper deals with the following singular fractional problem M∬R2N|u(x)-u(y)|2|x-y|N+2sdxdy(-Δ)su-μu|x|2s=λf(x)u-γ+g(x)u2s∗-1inΩ,u>0inΩ,u=0inRN\Ω,\documentclass[12pt]{minimal}
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\begin{document}$$\begin{aligned} \left\{ \begin{array}{lll} M\left( \displaystyle \iint _{{\mathbb {R}}^{2N}}\frac{|u(x)-u(y)|^2}{|x-y|^{N+2s}}dxdy\right) (-\Delta )^{s} u-\mu \displaystyle \frac{u}{|x|^{2s}}= \lambda f(x)u^{-\gamma }+ g(x){u^{2^*_s-1}}&{}\;\; \text {in}\; \Omega ,\\ u>0&{} \;\; \text {in}\; \Omega ,\\ u=0&{}\;\;\text {in}\;{\mathbb {R}}^N\setminus \Omega , \end{array}\right. \end{aligned}$$\end{document}where Ω⊂RN\documentclass[12pt]{minimal}
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\begin{document}$$\Omega \subset {\mathbb {R}}^N$$\end{document} is an open bounded domain, with 0∈Ω\documentclass[12pt]{minimal}
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\begin{document}$$0\in \Omega $$\end{document}, dimension N>2s\documentclass[12pt]{minimal}
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\begin{document}$$N>2s$$\end{document} with s∈(0,1)\documentclass[12pt]{minimal}
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\begin{document}$$s\in (0,1)$$\end{document}, 2s∗=2N/(N-2s)\documentclass[12pt]{minimal}
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\begin{document}$$2^*_s=2N/(N-2s)$$\end{document} is the fractional critical Sobolev exponent, λ\documentclass[12pt]{minimal}
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\begin{document}$$\lambda $$\end{document} and μ\documentclass[12pt]{minimal}
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\begin{document}$$\mu $$\end{document} are positive parameters, exponent γ∈(0,1)\documentclass[12pt]{minimal}
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\begin{document}$$\gamma \in (0,1)$$\end{document}, M models a Kirchhoff coefficient, f is a positive weight while g is a sign-changing function. The main feature and novelty of our problem is the combination of the critical Hardy and Sobolev nonlinearities with the bi-nonlocal framework and a singular nondifferentiable term. By exploiting the Nehari manifold approach, we provide the existence of at least two positive solutions.